this collecting the papers (main from arxiv.org) about bellow themes:
also, some papers and links collected from:
Raphael Sznitman, Bruno Jedynak .Active Testing for Face Detection and Localization .[J] arXiv preprint arXiv:1003.05249.
Daniele S. M. Alves, Mariangela Lisanti, Jay G. Wacker .The Poker Face of Inelastic Dark Matter: Prospects at Upcoming Direct Detection Experiments .[J] arXiv preprint arXiv:1005.05421.
S. M. Kamruzzaman, Firoz Ahmed Siddiqi, Md. Saiful Islam, Md. Emdadul Haque, Mohammad Shamsul Alam .Rotation Invariant Face Detection Using Wavelet, PCA and Radial Basis Function Networks .[J] arXiv preprint arXiv:1009.04974.
Sakrapee Paisitkriangkrai, Chunhua Shen, Jian Zhang .Face Detection with Effective Feature Extraction .[J] arXiv preprint arXiv:1009.05758.
Faizan Ahmad, Aaima Najam, Zeeshan Ahmed .Image-based Face Detection and Recognition: "State of the Art" .[J] arXiv preprint arXiv:1302.06379.
Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .A Novel Approach in detecting pose orientation of a 3D face required for face .[J] arXiv preprint arXiv:1309.03418.
Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .A novel approach for nose tip detection using smoothing by weighted median filtering applied to 3D face images in variant poses .[J] arXiv preprint arXiv:1309.04573.
Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu .Detection of pose orientation across single and multiple axes in case of 3D face images .[J] arXiv preprint arXiv:1309.04577.
Markan Lopar, Slobodan Ribari .An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems .[J] arXiv preprint arXiv:1310.00317.
Qianli Liao, Joel Z Leibo, Youssef Mroueh, Tomaso Poggio .Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines? .[J] arXiv preprint arXiv:1311.04082.
P. Kiran Sree, I. Ramesh Babu .Face Detection from still and Video Images using Unsupervised Cellular Automata with K means clustering algorithm .[J] arXiv preprint arXiv:1312.06834.
Chen D, Ren S, Wei Y, et al. Joint cascade face detection and alignment [C]//European Conference on Computer Vision. Springer, Cham, 2014: 109-122.
Omaima N. A. AL-Allaf .Review of Face Detection Systems Based Artificial Neural Networks Algorithms .[J] arXiv preprint arXiv:1404.01292.
Adrian Barbu, Nathan Lay, Gary Gramajo .Face Detection with a 3D Model .[J] arXiv preprint arXiv:1404.03596.
Saptarshi Chakraborty, Dhrubajyoti Das .An Overview of Face Liveness Detection .[J] arXiv preprint arXiv:1405.02227.
Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li .Aggregate channel features for multi-view face detection .[J] arXiv preprint arXiv:1407.04023.
Reza Azad, Fatemeh Davami .A robust and adaptable method for face detection based on Color Probabilistic Estimation Technique .[J] arXiv preprint arXiv:1407.06318.
Shengcai Liao, Anil K. Jain, Stan Z. Li .A Fast and Accurate Unconstrained Face Detector .[J] arXiv preprint arXiv:1408.01656.
David Menotti, Giovani Chiachia, Allan Pinto, William Robson Schwartz, Helio Pedrini, Alexandre Xavier Falcao, Anderson Rocha .Deep Representations for Iris, Face, and Fingerprint Spoofing Detection .[J] arXiv preprint arXiv:1410.01980.
K.A.A. Aziz, S.S. Abdullah .Face Detection Using Radial Basis Functions Neural Networks With Fixed Spread .[J] arXiv preprint arXiv:1410.02173.
【Cascade】Li H, Lin Z, Shen X, et al. A convolutional neural network cascade for face detection [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2015: 5325-5334.anson0910/CNN_face_detection ]
Yang B, Yan J, Lei Z, et al. Convolutional channel features [C]//Proceedings of the IEEE international conference on computer vision. 2015: 82-90.
【Multiview Face Detection】Sachin Sudhakar Farfade, Mohammad Saberian, Li-Jia Li .Multi-view Face Detection Using Deep Convolutional Neural Networks .[J] arXiv preprint arXiv:1502.02766.guoyilin/FaceDetection_CNN ]
Anjith George, Anirban Dasgupta, Aurobinda Routray .A Framework for Fast Face and Eye Detection .[J] arXiv preprint arXiv:1505.03344.
Golnaz Ghiasi, Charless C. Fowlkes .Occlusion Coherence: Detecting and Localizing Occluded Faces .[J] arXiv preprint arXiv:1506.08347.
Ilya Kalinovskii, Vladimir Spitsyn .Compact Convolutional Neural Network Cascade for Face Detection .[J] arXiv preprint arXiv:1508.01292.
Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .A Deep Pyramid Deformable Part Model for Face Detection .[J] arXiv preprint arXiv:1508.04389.
Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .From Facial Parts Responses to Face Detection: A Deep Learning Approach .[J] arXiv preprint arXiv:1509.06451.
Babins Shrestha, Nitesh Saxena, Hien Thi Thu Truong, N. Asokan .Contextual Proximity Detection in the Face of Context-Manipulating Adversaries .[J] arXiv preprint arXiv:1511.00905.
Sohini Roychowdhury .Facial Expression Detection using Patch-based Eigen-face Isomap Networks .[J] arXiv preprint arXiv:1511.03363.
Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .WIDER FACE: A Face Detection Benchmark .[J] arXiv preprint arXiv:1511.06523.
Qin H, Yan J, Li X, et al. Joint training of cascaded cnn for face detection [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3456-3465.
Yang S, Luo P, Loy C C, et al. Wider face: A face detection benchmark [C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2016: 5525-5533.
Michael J. Wilber, Vitaly Shmatikov, Serge Belongie .Can we still avoid automatic face detection? .[J] arXiv preprint arXiv:1602.04504.
Sayantan Sarkar, Vishal M. Patel, Rama Chellappa .Deep Feature-based Face Detection on Mobile Devices .[J] arXiv preprint arXiv:1602.04868.
Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition .[J] arXiv preprint arXiv:1603.01249.
Upal Mahbub, Vishal M. Patel, Deepak Chandra, Brandon Barbello, Rama Chellappa .Partial Face Detection for Continuous Authentication .[J] arXiv preprint arXiv:1603.09364.
【MTCNN】Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao .Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks .[J] arXiv preprint arXiv:1604.02878.kpzhang93/MTCNN_face_detection_alignment ]
Yunzhu Li, Benyuan Sun, Tianfu Wu, Yizhou Wang .Face Detection with End-to-End Integration of a ConvNet and a 3D Model .[J] arXiv preprint arXiv:1606.00850.
Huaizu Jiang, Erik Learned-Miller .Face Detection with the Faster R-CNN .[J] arXiv preprint arXiv:1606.03473.
Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides .CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection .[J] arXiv preprint arXiv:1606.05413.
Dong Chen, Gang Hua, Fang Wen, Jian Sun .Supervised Transformer Network for Efficient Face Detection .[J] arXiv preprint arXiv:1607.05477.
Yu J, Jiang Y, Wang Z, et al. UnitBox: An Advanced Object Detection Network [J]. arXiv preprint arXiv:1608.01471, 2016.
Michael McCoyd, David Wagner .Spoofing 2D Face Detection: Machines See People Who Aren't There .[J] arXiv preprint arXiv:1608.02128.
Shaohua Wan, Zhijun Chen, Tao Zhang, Bo Zhang, Kong-kat Wong .Bootstrapping Face Detection with Hard Negative Examples .[J] arXiv preprint arXiv:1608.02236.
Michael Opitz, Georg Waltner, Georg Poier, Horst Possegger, Horst Bischof .Grid Loss: Detecting Occluded Faces .[J] arXiv preprint arXiv:1609.00129.
Xianxu Hou, Ke Sun, Linlin Shen, Guoping Qiu .Object Specific Deep Learning Feature and Its Application to Face Detection .[J] arXiv preprint arXiv:1609.01366.
Zhenheng Yang, Ram Nevatia .A Multi-Scale Cascade Fully Convolutional Network Face Detector .[J] arXiv preprint arXiv:1609.03536.
Shuzhe Wu, Meina Kan, Zhenliang He, Shiguang Shan, Xilin Chen .Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness .[J] arXiv preprint arXiv:1609.07304.
Jyothi Korra .Comparing Face Detection and Recognition Techniques .[J] arXiv preprint arXiv:1610.04575.
Zhuqi Li, Weijie Chen, Zhenyi Li, Kaigui Bian .Look into My Eyes: Fine-grained Detection of Face-screen Distance on Smartphones .[J] arXiv preprint arXiv:1612.04131.
【HR】Peiyun Hu, Deva Ramanan .Finding Tiny Faces .[J] arXiv preprint arXiv:1612.04402.peiyunh/tiny ]
Yutong Zheng, Chenchen Zhu, Khoa Luu, Chandrasekhar Bhagavatula, T. Hoang Ngan Le, Marios Savvides .Towards a Deep Learning Framework for Unconstrained Face Detection .[J] arXiv preprint arXiv:1612.05322.
Smriti Tikoo, Nitin Malik .Detection of Face using Viola Jones and Recognition using Back Propagation Neural Network .[J] arXiv preprint arXiv:1701.08257.
Smriti Tikoo, Nitin Malik .Detection, Segmentation and Recognition of Face and its Features Using Neural Network .[J] arXiv preprint arXiv:1701.08259.
Xudong Sun, Pengcheng Wu, Steven C.H. Hoi .Face Detection using Deep Learning: An Improved Faster RCNN Approach .[J] arXiv preprint arXiv:1701.08289.
Shuo Yang, Ping Luo, Chen Change Loy, Xiaoou Tang .Faceness-Net: Face Detection through Deep Facial Part Responses .[J] arXiv preprint arXiv:1701.08393.
Yuguang Liu, Martin D. Levine .Multi-Path Region-Based Convolutional Neural Network for Accurate Detection of Unconstrained "Hard Faces" .[J] arXiv preprint arXiv:1703.09145.
Liying Chi, Hongxin Zhang, Mingxiu Chen .End-To-End Face Detection and Recognition .[J] arXiv preprint arXiv:1703.10818.
Upal Mahbub, Sayantan Sarkar, Rama Chellappa .Partial Face Detection in the Mobile Domain .[J] arXiv preprint arXiv:1704.02117.
Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu .Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild .[J] arXiv preprint arXiv:1705.02402.
【Face R-CNN】【Tencent AI Lab】Hao Wang, Zhifeng Li, Xing Ji, Yitong Wang .Face R-CNN .[J] arXiv preprint arXiv:1706.01061.
Shuo Yang, Yuanjun Xiong, Chen Change Loy, Xiaoou Tang .Face Detection through Scale-Friendly Deep Convolutional Networks .[J] arXiv preprint arXiv:1706.02863.
Zekun Hao, Yu Liu, Hongwei Qin, Junjie Yan, Xiu Li, Xiaolin Hu .Scale-Aware Face Detection .[J] arXiv preprint arXiv:1706.09876.
Changyong Yu, Yunde Jia .Anisotropic Diffusion-based Kernel Matrix Model for Face Liveness Detection .[J] arXiv preprint arXiv:1707.02692.
Yancheng Bai, Bernard Ghanem .Multi-Branch Fully Convolutional Network for Face Detection .[J] arXiv preprint arXiv:1707.06330.
Keke He, Yanwei Fu, Xiangyang Xue .A Jointly Learned Deep Architecture for Facial Attribute Analysis and Face Detection in the Wild .[J] arXiv preprint arXiv:1707.08705.
Weilin Cong, Sanyuan Zhao, Hui Tian, Jianbing Shen .Improved Face Detection and Alignment using Cascade Deep Convolutional Network .[J] arXiv preprint arXiv:1707.09364.
【Focal loss】Lin T Y, Goyal P, Girshick R, et al. Focal loss for dense object detection [J]. IEEE transactions on pattern analysis and machine intelligence, 2018.
Manuel Günther, Peiyun Hu, Christian Herrmann, Chi Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Guodong Guo, Cezary Stankiewicz, Terrance E. Boult .Unconstrained Face Detection and Open-Set Face Recognition Challenge .[J] arXiv preprint arXiv:1708.02337.
【SSH】Mahyar Najibi, Pouya Samangouei, Rama Chellappa, Larry Davis .SSH: Single Stage Headless Face Detector .[J] arXiv preprint arXiv:1708.03979.mahyarnajibi/SSH ]
Nataniel Ruiz, James M. Rehg .Dockerface: an Easy to Install and Use Faster R-CNN Face Detector in a Docker Container .[J] arXiv preprint arXiv:1708.04370.
【FaceBoxes】Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li .FaceBoxes: A CPU Real-time Face Detector with High Accuracy .[J] arXiv preprint arXiv:1708.05234.zeusees/FaceBoxes ]
【S^3FD】Shifeng Zhang, Xiangyu Zhu, Zhen Lei, Hailin Shi, Xiaobo Wang, Stan Z. Li .S^3FD: Single Shot Scale-invariant Face Detector .[J] arXiv preprint arXiv:1708.05237.
SouYoung Jin, Hang Su, Chris Stauffer, Erik Learned-Miller .End-to-end Face Detection and Cast Grouping in Movies Using Erdős-Rényi Clustering .[J] arXiv preprint arXiv:1709.02458.
Yujia Chen, Lingxiao Song, Ran He .Masquer Hunter: Adversarial Occlusion-aware Face Detection .[J] arXiv preprint arXiv:1709.05188.
【face R-FCN】Yitong Wang, Xing Ji, Zheng Zhou, Hao Wang, Zhifeng Li .Detecting Faces Using Region-based Fully Convolutional Networks .[J] arXiv preprint arXiv:1709.05256.
Mahmoud Afifi, Marwa Nasser, Mostafa Korashy, Katherine Rohde, Aly Abdelrahim .Can We Boost the Power of the Viola-Jones Face Detector Using Pre-processing? An Empirical Study .[J] arXiv preprint arXiv:1709.07720.
Luiz Souza, Mauricio Pamplona, Luciano Oliveira, João Papa .How far did we get in face spoofing detection? .[J] arXiv preprint arXiv:1710.09868.
【FAN】Jianfeng Wang, Ye Yuan, Gang Yu .Face Attention Network: An Effective Face Detector for the Occluded Faces .[J] arXiv preprint arXiv:1711.07246.
Jialiang Zhang, Xiongwei Wu, Jianke Zhu, Steven C.H. Hoi .Feature Agglomeration Networks for Single Stage Face Detection .[J] arXiv preprint arXiv:1712.00721.
Zexun Zhou, Zhongshi He, Ziyu Chen, Yuanyuan Jia, Haiyan Wang, Jinglong Du, Dingding Chen .FHEDN: A based on context modeling Feature Hierarchy Encoder-Decoder Network for face detection .[J] arXiv preprint arXiv:1712.03687.
Siqi Yang, Arnold Wiliem, Shaokang Chen, Brian C. Lovell .Using LIP to Gloss Over Faces in Single-Stage Face Detection Networks .[J] arXiv preprint arXiv:1712.08263.
Di Tang, Zhe Zhou, Yinqian Zhang, Kehuan Zhang .Face Flashing: a Secure Liveness Detection Protocol based on Light Reflections .[J] arXiv preprint arXiv:1801.01949.
Fei Yang, Qian Zhang, Miaohui Wang, Guoping Qiu .Quality Classified Image Analysis with Application to Face Detection and Recognition .[J] arXiv preprint arXiv:1801.06445.
Alexandre Attia, Sharone Dayan .Detecting and counting tiny faces .[J] arXiv preprint arXiv:1801.06504.
Changzheng Zhang, Xiang Xu, Dandan Tu .Face Detection Using Improved Faster RCNN .[J] arXiv preprint arXiv:1802.02142.
Anand Bhattad, Jason Rock, David Forsyth .Detecting Anomalous Faces with 'No Peeking' Autoencoders .[J] arXiv preprint arXiv:1802.05798.
Yue Xi, Jiangbin Zheng, Xiangjian He, Wenjing Jia, Hanhui Li.Beyond Context: Exploring Semantic Similarity for Tiny Face Detection .[J] arXiv preprint arXiv:1803.01555.
Xiao Song, Xu Zhao, Tianwei Lin.Face Spoofing Detection by Fusing Binocular Depth and Spatial Pyramid Coding Micro-Texture Features .[J] arXiv preprint arXiv:1803.04722.
Pouya Samangouei, Mahyar Najibi, Larry Davis, Rama Chellappa.Face-MagNet: Magnifying Feature Maps to Detect Small Faces .[J] arXiv preprint arXiv:1803.05258.
Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma .Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment .[J] arXiv preprint arXiv:1803.05588.
【PyramidBox】Xu Tang, Daniel K. Du, Zeqiang He, Jingtuo Liu .PyramidBox: A Context-assisted Single Shot Face Detector .[J] arXiv preprint arXiv:1803.07737.
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner .FaceForensics: A Large-scale Video Dataset for Forgery Detection in Human Faces .[J] arXiv preprint arXiv:1803.09179.
Guanjun Guo, Hanzi Wang, Yan Yan, Jin Zheng, Bo Li .A Fast Face Detection Method via Convolutional Neural Network .[J] arXiv preprint arXiv:1803.10103.
Gregor Lenz, Sio-Hoi Ieng, Ryad Benosman .Event-based Dynamic Face Detection and Tracking Based on Activity .[J] arXiv preprint arXiv:1803.10106.
Peng Zhou, Xintong Han, Vlad I. Morariu, Larry S. Davis .Two-Stream Neural Networks for Tampered Face Detection .[J] arXiv preprint arXiv:1803.11276.
Zhongzheng Ren, Yong Jae Lee, Michael S. Ryoo .Learning to Anonymize Faces for Privacy Preserving Action Detection .[J] arXiv preprint arXiv:1803.11556.
Saurav Jha, Nikhil Agarwal, Suneeta Agarwal .Towards Improved Cartoon Face Detection and Recognition Systems .[J] arXiv preprint arXiv:1804.01753.
Guanglu Song, Yu Liu, Ming Jiang, Yujie Wang, Junjie Yan, Biao Leng .Beyond Trade-off: Accelerate FCN-based Face Detector with Higher Accuracy .[J] arXiv preprint arXiv:1804.05197.
Xuepeng Shi, Shiguang Shan, Meina Kan, Shuzhe Wu, Xilin Chen .Real-Time Rotation-Invariant Face Detection with Progressive Calibration Networks .[J] arXiv preprint arXiv:1804.06039.
Jianfeng Wang, Ye Yuan, Boxun Li, Gang Yu, Sun Jian .SFace: An Efficient Network for Face Detection in Large Scale Variations .[J] arXiv preprint arXiv:1804.06559.
Yuqian Zhou, Ding Liu, Thomas Huang .Survey of Face Detection on Low-quality Images .[J] arXiv preprint arXiv:1804.07362.
Hajime Nada, Vishwanath A. Sindagi, He Zhang, Vishal M. Patel .Pushing the Limits of Unconstrained Face Detection: a Challenge Dataset and Baseline Results .[J] arXiv preprint arXiv:1804.10275.
Ce Qi, Xiaoping Chen, Pingyu Wang, Fei Su .Precise Box Score: Extract More Information from Datasets to Improve the Performance of Face Detection .[J] arXiv preprint arXiv:1804.10743.
Baosheng Yu, Dacheng Tao .Anchor Cascade for Efficient Face Detection .[J] arXiv preprint arXiv:1805.03363.
Mehmet Kerim Yucel, Yunus Can Bilge, Oguzhan Oguz, Nazli Ikizler-Cinbis, Pinar Duygulu, Ramazan Gokberk Cinbis .Wildest Faces: Face Detection and Recognition in Violent Settings .[J] arXiv preprint arXiv:1805.07566.
Avishek Joey Bose, Parham Aarabi .Adversarial Attacks on Face Detectors using Neural Net based Constrained Optimization .[J] arXiv preprint arXiv:1805.12302.
Yuezun Li, Ming-Ching Chang, Siwei Lyu .In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking .[J] arXiv preprint arXiv:1806.02877.
Gustavo Botelho de Souza, João Paulo Papa, Aparecido Nilceu Marana .On the Learning of Deep Local Features for Robust Face Spoofing Detection .[J] arXiv preprint arXiv:1806.07492.
Shervin Rahimzadeh Arashloo, Josef Kittler .Client-Specific Anomaly Detection for Face Presentation Attack Detection .[J] arXiv preprint arXiv:1807.00848.
Moritz Lode, Michael Örtl, Christian Koch, Amr Rizk, Ralf Steinmetz .Detection and Analysis of Content Creator Collaborations in YouTube Videos using Face- and Speaker-Recognition .[J] arXiv preprint arXiv:1807.02020.
Clemens Seibold, Anna Hilsmann, Peter Eisert .Reflection Analysis for Face Morphing Attack Detection .[J] arXiv preprint arXiv:1807.02030.
Xiao Song, Xu Zhao, Liangji Fang, Tianwei Lin .Discriminative Representation Combinations for Accurate Face Spoofing Detection .[J] arXiv preprint arXiv:1808.08802.
Cheng Chi, Shifeng Zhang, Junliang Xing, Zhen Lei, Stan Z. Li, Xudong Zou .Selective Refinement Network for High Performance Face Detection .[J] arXiv preprint arXiv:1809.02693.
Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Louis-Antoine Blais-Morin .A Comparison of CNN-based Face and Head Detectors for Real-Time Video Surveillance Applications .[J] arXiv preprint arXiv:1809.03336.
Bruna Vieira Frade, Erickson R. Nascimento .A Two-Step Learning Method For Detecting Landmarks on Faces From Different Domains .[J] arXiv preprint arXiv:1809.04621.
Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng, Hongyu Xu, Joshua Gleason, Boyu Lu, Anirudh Nanduri, Jun-Cheng Chen, Carlos D. Castillo, Rama Chellappa .A Fast and Accurate System for Face Detection, Identification, and Verification .[J] arXiv preprint arXiv:1809.07586.
Chih-Chung Hsu, Chia-Yen Lee, Yi-Xiu Zhuang .Learning to Detect Fake Face Images in the Wild .[J] arXiv preprint arXiv:1809.08754.
Meng Shen, Zelin Liao, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu .IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks .[J] arXiv preprint arXiv:1810.03323.
【DSFD】Jian Li, Yabiao Wang, Changan Wang, Ying Tai, Jianjun Qian, Jian Yang, Chengjie Wang, Jilin Li, Feiyue Huang .DSFD: Dual Shot Face Detector .[J] arXiv preprint arXiv:1810.10220.
Yuezun Li, Siwei Lyu .Exposing DeepFake Videos By Detecting Face Warping Artifacts .[J] arXiv preprint arXiv:1811.00656.
Wanxin Tian, Zixuan Wang, Haifeng Shen, Weihong Deng, Binghui Chen, Xiubao Zhang .Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision .[J] arXiv preprint arXiv:1811.08557.
Petru Soviany, Radu Tudor Ionescu .Continuous Trade-off Optimization between Fast and Accurate Deep Face Detectors .[J] arXiv preprint arXiv:1811.11582.
Zhishuai Zhang, Wei Shen, Siyuan Qiao, Yan Wang, Bo Wang, Alan Yuille .Robust Face Detection via Learning Small Faces on Hard Images .[J] arXiv preprint arXiv:1811.11662.
Thibaut Issenhuth, Vinkle Srivastav, Afshin Gangi, Nicolas Padoy .Face Detection in the Operating Room: Comparison of State-of-the-art Methods and a Self-supervised Approach .[J] arXiv preprint arXiv:1811.12296.
Mingyu Ding, An Zhao, Zhiwu Lu, Tao Xiang, Ji-Rong Wen .Face-Focused Cross-Stream Network for Deception Detection in Videos .[J] arXiv preprint arXiv:1812.04429.
Mahyar Najibi, Bharat Singh, Larry S. Davis .FA-RPN: Floating Region Proposals for Face Detection .[J] arXiv preprint arXiv:1812.05586.
【Dataset】Jian Han, Sezer Karaoglu, Hoang-An Le, Theo Gevers .Improving Face Detection Performance with 3D-Rendered Synthetic Data .[J] arXiv preprint arXiv:1812.07363.
Shi Luo, Xiongfei Li, Rui Zhu, Xiaoli Zhang .SFA: Small Faces Attention Face Detector .[J] arXiv preprint arXiv:1812.08402.
【Dataset】Guido Borghi .Combining Deep and Depth: Deep Learning and Face Depth Maps for Driver Attention Monitoring .[J] arXiv preprint arXiv:1812.05831.
Vishal Kaushal, Rishabh Iyer, Khoshrav Doctor, Anurag Sahoo, Pratik Dubal, Suraj Kothawade, Rohan Mahadev, Kunal Dargan, Ganesh Ramakrishnan .Demystifying Multi-Faceted Video Summarization: Tradeoff Between Diversity,Representation, Coverage and Importance .[J] arXiv preprint arXiv:1901.01153.
Yundong Zhang, Xiang Xu, Xiaotao Liu .Robust and High Performance Face Detector .[J] arXiv preprint arXiv:1901.02350.
Shridhar Ravikumar .Lightweight Markerless Monocular Face Capture with 3D Spatial Priors .[J] arXiv preprint arXiv:1901.05355.
Vishwanath A. Sindagi, Vishal M. Patel .DAFE-FD: Density Aware Feature Enrichment for Face Detection .[J] arXiv preprint arXiv:1901.05375.
Shifeng Zhang, Rui Zhu, Xiaobo Wang, Hailin Shi, Tianyu Fu, Shuo Wang, Tao Mei, Stan Z. Li .Improved Selective Refinement Network for Face Detection .[J] arXiv preprint arXiv:1901.06651.
Matteo Ferrara, Annalisa Franco, Davide Maltoni .Face morphing detection in the presence of printing/scanning and heterogeneous image sources .[J] arXiv preprint arXiv:1901.08811.
Andreas Rössler, Davide Cozzolino, Luisa Verdoliva, Christian Riess, Justus Thies, Matthias Nießner .FaceForensics++: Learning to Detect Manipulated Facial Images .[J] arXiv preprint arXiv:1901.08971.
Nguyen Van Quang, Hiromasa Fujihara .Revisiting a single-stage method for face detection .[J] arXiv preprint arXiv:1902.01559.
Jianglin Fu, Saeed Ranjbar Alvar, Ivan V. Bajic, Rodney G. Vaughan .FDDB-360: Face Detection in 360-degree Fisheye Images .[J] arXiv preprint arXiv:1902.02777.
Bindita Chaudhuri, Noranart Vesdapunt, Baoyuan Wang .Joint Face Detection and Facial Motion Retargeting for Multiple Faces .[J] arXiv preprint arXiv:1902.10744.
Qiushan Guo, Yuan Dong, Yu Guo, Hongliang Bai .MSFD:Multi-Scale Receptive Field Face Detector .[J] arXiv preprint arXiv:1903.04147.
Mohammad Nayeem Teli, Bruce A. Draper, J. Ross Beveridge .Face Detection in Repeated Settings .[J] arXiv preprint arXiv:1903.08649.
Liansheng Zhuang, Tsung-Han Chan, Allen Y. Yang, S. Shankar Sastry, Yi Ma .Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment .[J] arXiv preprint arXiv:1402.01879.
Zhanpeng Zhang, Ping Luo, Chen Change Loy, Xiaoou Tang .Learning Deep Representation for Face Alignment with Auxiliary Attributes .[J] arXiv preprint arXiv:1408.03967.
Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang .Transferring Landmark Annotations for Cross-Dataset Face Alignment .[J] arXiv preprint arXiv:1409.00602.
Baoguang Shi, Xiang Bai, Wenyu Liu, Jingdong Wang .Deep Regression for Face Alignment .[J] arXiv preprint arXiv:1409.05230.
Yuting Zhang, Kui Jia, Yueming Wang, Gang Pan, Tsung-Han Chan, Yi Ma .Robust Face Recognition by Constrained Part-based Alignment .[J] arXiv preprint arXiv:1501.04717.
Christos Sagonas, Yannis Panagakis, Stefanos Zafeiriou, Maja Pantic .Face frontalization for Alignment and Recognition .[J] arXiv preprint arXiv:1502.00852.
【PIFA】Amin Jourabloo, Xiaoming Liu .Pose-Invariant 3D Face Alignment .[J] arXiv preprint arXiv:1506.03799.project-pifa ]
Heng Yang, Wenxuan Mou, Yichi Zhang, Ioannis Patras, Hatice Gunes, Peter Robinson .Face Alignment Assisted by Head Pose Estimation .[J] arXiv preprint arXiv:1507.03148.
Yandong Wen, Weiyang Liu, Meng Yang, Zhifeng Li .Efficient Face Alignment via Locality-constrained Representation for Robust Recognition .[J] arXiv preprint arXiv:1507.07073.
Oncel Tuzel, Tim K. Marks, Salil Tambe .Robust Face Alignment Using a Mixture of Invariant Experts .[J] arXiv preprint arXiv:1511.04404.
Zhiao Huang, Erjin Zhou, Zhimin Cao .Coarse-to-fine Face Alignment with Multi-Scale Local Patch Regression .[J] arXiv preprint arXiv:1511.04901.
Heng Yang, Xuhui Jia, Chen Change Loy, Peter Robinson .An Empirical Study of Recent Face Alignment Methods .[J] arXiv preprint arXiv:1511.05049.
Shizhan Zhu, Cheng Li, Chen Change Loy, Xiaoou Tang .Towards Arbitrary-View Face Alignment by Recommendation Trees .[J] arXiv preprint arXiv:1511.06627.
Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, Stan Z. Li .Face Alignment Across Large Poses: A 3D Solution .[J] arXiv preprint arXiv:1511.07212.
Zhu X, Lei Z, Liu X, et al. Face alignment across large poses: A 3d solution [C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2016: 146-155.
Zhu S, Li C, Loy C C, et al. Unconstrained face alignment via cascaded compositional learning [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3409-3417.
Zhang J, Kan M, Shan S, et al. Occlusion-free face alignment: deep regression networks coupled with de-corrupt autoencoders [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3428-3437.
Trigeorgis G, Snape P, Nicolaou M A, et al. Mnemonic descent method: A recurrent process applied for end-to-end face alignment [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4177-4187.
Jourabloo A, Liu X. Large-pose face alignment via CNN-based dense 3D model fitting [C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2016: 4188-4196.
【MDM】Trigeorgis G, Snape P, Nicolaou M A, et al. Mnemonic descent method: A recurrent process applied for end-to-end face alignment [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4177-4187.trigeorgis/mdm ]
Amit Kumar, Rajeev Ranjan, Vishal Patel, Rama Chellappa .Face Alignment by Local Deep Descriptor Regression .[J] arXiv preprint arXiv:1601.07950.
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, Yu Qiao .Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks .[J] arXiv preprint arXiv:1604.02878.
Zhiwen Shao, Shouhong Ding, Yiru Zhao, Qinchuan Zhang, Lizhuang Ma .Learning deep representation from coarse to fine for face alignment .[J] arXiv preprint arXiv:1608.00207.
Xin Jin, Xiaoyang Tan .Face Alignment In-the-Wild: A Survey .[J] arXiv preprint arXiv:1608.04188.
Xi Peng, Rogerio S. Feris, Xiaoyu Wang, Dimitris N. Metaxas .A Recurrent Encoder-Decoder Network for Sequential Face Alignment .[J] arXiv preprint arXiv:1608.05477.
Shuzhe Wu, Meina Kan, Zhenliang He, Shiguang Shan, Xilin Chen .Funnel-Structured Cascade for Multi-View Face Detection with Alignment-Awareness .[J] arXiv preprint arXiv:1609.07304.
Adrian Bulat, Georgios Tzimiropoulos .Two-stage Convolutional Part Heatmap Regression for the 1st 3D Face Alignment in the Wild (3DFAW) Challenge .[J] arXiv preprint arXiv:1609.09545.
Brandon M. Smith, Charles R. Dyer .Efficient Branching Cascaded Regression for Face Alignment under Significant Head Rotation .[J] arXiv preprint arXiv:1611.01584.
Hailiang Li, Kin-Man Lam, Edmond M. Y. Chiu, Kangheng Wu, Zhibin Lei .Cascaded Face Alignment via Intimacy Definition Feature .[J] arXiv preprint arXiv:1611.06642.
【JFA】Xu X, Kakadiaris I A. Joint head pose estimation and face alignment framework using global and local CNN features [C]//Automatic Face & Gesture Recognition (FG 2017), 2017 12th IEEE International Conference on. IEEE, 2017: 642-649.
【Recurrent 3D-2D Dual Learning】Xiao S, Feng J, Liu L, et al. Recurrent 3D-2D Dual Learning for Large-Pose Facial Landmark Detection [C]//ICCV. 2017: 1642-1651.
Yuanyi Zhong, Jiansheng Chen, Bo Huang .Towards End-to-End Face Recognition through Alignment Learning .[J] arXiv preprint arXiv:1701.07174.
Nenad Markuš, Ivan Gogić, Igor S. Pandžić, Jörgen Ahlberg .Memory-Efficient Global Refinement of Decision-Tree Ensembles and its Application to Face Alignment .[J] arXiv preprint arXiv:1702.08481.
Adrian Bulat, Georgios Tzimiropoulos .Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources .[J] arXiv preprint arXiv:1703.00862.
Arnaud Dapogny, Kvin Bailly, Sverine Dubuisson .Face Alignment with Cascaded Semi-Parametric Deep Greedy Neural Forests .[J] arXiv preprint arXiv:1703.01597.
Adrian Bulat, Georgios Tzimiropoulos .How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) .[J] arXiv preprint arXiv:1703.07332.
【GoDP】Wu Y, Shah S K, Kakadiaris I A. GoDP: Globally Optimized Dual Pathway deep network architecture for facial landmark localization in-the-wild [J]. Image and Vision Computing, 2018, 73: 1-16.
Marek Kowalski, Jacek Naruniec, Tomasz Trzcinski .Deep Alignment Network: A convolutional neural network for robust face alignment .[J] arXiv preprint arXiv:1706.01789.
Marek Kowalski, Jacek Naruniec .Face Alignment Using K-Cluster Regression Forests With Weighted Splitting .[J] arXiv preprint arXiv:1706.01820.
Vishnu Naresh Boddeti, Myung-Cheol Roh, Jongju Shin, Takaharu Oguri, Takeo Kanade .Face Alignment Robust to Pose, Expressions and Occlusions .[J] arXiv preprint arXiv:1707.05938.
Amin Jourabloo, Mao Ye, Xiaoming Liu, Liu Ren .Pose-Invariant Face Alignment with a Single CNN .[J] arXiv preprint arXiv:1707.06286.
Weilin Cong, Sanyuan Zhao, Hui Tian, Jianbing Shen .Improved Face Detection and Alignment using Cascade Deep Convolutional Network .[J] arXiv preprint arXiv:1707.09364.
Boyi Jiang, Juyong Zhang, Bailin Deng, Yudong Guo, Ligang Liu .Deep Face Feature for Face Alignment .[J] arXiv preprint arXiv:1708.02721.
Feng Liu, Qijun Zhao, Xiaoming Liu, Dan Zeng .Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition .[J] arXiv preprint arXiv:1708.02734.
Jiankang Deng, George Trigeorgis, Yuxiang Zhou, Stefanos Zafeiriou .Joint Multi-view Face Alignment in the Wild .[J] arXiv preprint arXiv:1708.06023.
Fengju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gerard Medioni .FacePoseNet: Making a Case for Landmark-Free Face Alignment .[J] arXiv preprint arXiv:1708.07517.
Yaojie Liu, Amin Jourabloo, William Ren, Xiaoming Liu .Dense Face Alignment .[J] arXiv preprint arXiv:1709.01442.
Chong Wang, Xipeng Lan, Yangang Zhang .Model Distillation with Knowledge Transfer from Face Classification to Alignment and Verification .[J] arXiv preprint arXiv:1709.02929.
Xin Fan, Risheng Liu, Kang Huyan, Yuyao Feng, Zhongxuan Luo .Self-Reinforced Cascaded Regression for Face Alignment .[J] arXiv preprint arXiv:1711.08624.
Xi Peng, Rogerio S. Feris, Xiaoyu Wang, Dimitris N. Metaxas .RED-Net: A Recurrent Encoder-Decoder Network for Video-based Face Alignment .[J] arXiv preprint arXiv:1801.06066.
Amit Kumar, Rama Chellappa .Disentangling 3D Pose in A Dendritic CNN for Unconstrained 2D Face Alignment .[J] arXiv preprint arXiv:1802.06713.
Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma .Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment .[J] arXiv preprint arXiv:1803.05588.
Yuhang Wu, Le Anh Vu Ha, Xiang Xu, Ioannis A. Kakadiaris .Convolutional Point-set Representation: A Convolutional Bridge Between a Densely Annotated Image and 3D Face Alignment .[J] arXiv preprint arXiv:1803.06542.
Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou .Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network .[J] arXiv preprint arXiv:1803.07835.
Xiangyu Zhu, Xiaoming Liu, Zhen Lei, Stan Z. Li .Face Alignment in Full Pose Range: A 3D Total Solution .[J] arXiv preprint arXiv:1804.01005.
Wayne Wu, Chen Qian, Shuo Yang, Quan Wang, Yici Cai, Qiang Zhou .Look at Boundary: A Boundary-Aware Face Alignment Algorithm .[J] arXiv preprint arXiv:1805.10483.
Zhiwen Shao, Hengliang Zhu, Xin Tan, Yangyang Hao, Lizhuang Ma .Deep Multi-Center Learning for Face Alignment .[J] arXiv preprint arXiv:1808.01558.
Ying Tai, Yicong Liang, Xiaoming Liu, Lei Duan, Jilin Li, Chengjie Wang, Feiyue Huang, Yu Chen .Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos .[J] arXiv preprint arXiv:1811.00342.
Jia Guo, Jiankang Deng, Niannan Xue, Stefanos Zafeiriou .Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment .[J] arXiv preprint arXiv:1812.01936.
【Dataset】【LFW】Huang G B, Mattar M, Berg T, et al. Labeled faces in the wild: A database forstudying face recognition in unconstrained environments [C]//Workshop on faces in'Real-Life'Images: detection, alignment, and recognition. 2008.
R. Sala Llonch, E. Kokiopoulou, I. Tosic, P. Frossard .3D Face Recognition with Sparse Spherical Representations .[J] arXiv preprint arXiv:0810.05325.
Seyyed Majid Valiollahzadeh, Abolghasem Sayadiyan, Mohammad Nazari .Feature Selection By KDDA For SVM-Based MultiView Face Recognition .[J] arXiv preprint arXiv:0812.02574.
Seyyed Majid Valiollahzadeh, Abolghasem Sayadiyan, Mohammad Nazari .Face Detection Using Adaboosted SVM-Based Component Classifier .[J] arXiv preprint arXiv:0812.02575.
Nguyen H V, Bai L. Cosine similarity metric learning for face verification [C]//Asian conference on computer vision. Springer, Berlin, Heidelberg, 2010: 709-720.
Dakshina Ranjan Kisku, Hunny Mehrotra, Jamuna Kanta Sing, Phalguni Gupta .SVM-based Multiview Face Recognition by Generalization of Discriminant Analysis .[J] arXiv preprint arXiv:1001.04140.
Dakshina Ranjan Kisku, Massimo Tistarelli, Jamuna Kanta Sing, Phalguni Gupta .Face Recognition by Fusion of Local and Global Matching Scores using DS Theory: An Evaluation with Uni-classifier and Multi-classifier Paradigm .[J] arXiv preprint arXiv:1002.00382.
Dakshina Ranjan Kisku, Ajita Rattani, Enrico Grosso, Massimo Tistarelli .Face Identification by SIFT-based Complete Graph Topology .[J] arXiv preprint arXiv:1002.00411.
Dakshina Ranjan Kisku, Hunny Mehrotra, Phalguni Gupta, Jamuna Kanta Sing .Robust multi-camera view face recognition .[J] arXiv preprint arXiv:1003.05861.
Mehran Safayani, Mohammad T. Manzuri-Shalmani, Mahmoud Khademi .Extended Two-Dimensional PCA for Efficient Face Representation and Recognition .[J] arXiv preprint arXiv:1004.00755.
Phalguni Gupta, Dakshina Ranjan Kisku, Jamuna Kanta Sing, Massimo Tistarelli .Maximized Posteriori Attributes Selection from Facial Salient Landmarks for Face Recognition .[J] arXiv preprint arXiv:1004.01887.
Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .Classification of Polar-Thermal Eigenfaces using Multilayer Perceptron for Human Face Recognition .[J] arXiv preprint arXiv:1005.04035.
Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, M. Kundu .Reduction of Feature Vectors Using Rough Set Theory for Human Face Recognition .[J] arXiv preprint arXiv:1005.04044.
Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .Fusion of Daubechies Wavelet Coefficients for Human Face Recognition .[J] arXiv preprint arXiv:1007.00621.
M.K. Bhowmik, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu .A Parallel Framework for Multilayer Perceptron for Human Face Recognition .[J] arXiv preprint arXiv:1007.00627.
Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .Image Pixel Fusion for Human Face Recognition .[J] arXiv preprint arXiv:1007.00628.
M.K. Bhowmik, Debotosh Bhattacharjee, M. Nasipuri, D. K. Basu, M. Kundu .Classification of Fused Images using Radial Basis Function Neural Network for Human Face Recognition .[J] arXiv preprint arXiv:1007.00631.
Mrinal Kanti Bhowmik, Debotosh Bhattacharjee, Mita Nasipuri, Dipak Kumar Basu, Mahantapas Kundu .Human Face Recognition using Line Features .[J] arXiv preprint arXiv:1007.00638.
Allen Y. Yang, Zihan Zhou, Arvind Ganesh, S. Shankar Sastry, Yi Ma .Fast L1-Minimization Algorithms For Robust Face Recognition .[J] arXiv preprint arXiv:1007.03753.
S. Sakthivel, R. Lakshmipathi .Weighted Attribute Fusion Model for Face Recognition .[J] arXiv preprint arXiv:1009.00623.
Yixiong Liang, Lei Wang, Shenghui Liao, Beiji Zou .Feature selection via simultaneous sparse approximation for person specific face verification .[J] arXiv preprint arXiv:1102.02743.
Yixiong Liang, Lei Wang, Yao Xiang, Beiji Zou .Feature Selection via Sparse Approximation for Face Recognition .[J] arXiv preprint arXiv:1102.02748.
Soumen Bag, Soumen Barik, Prithwiraj Sen, Gautam Sanyal .A Statistical Nonparametric Approach of Face Recognition: Combination of Eigenface & Modified k-Means Clustering .[J] arXiv preprint arXiv:1104.01237.
Afzal Godil, Sandy Ressler, Patrick Grother .Face Recognition using 3D Facial Shape and Color Map Information: Comparison and Combination .[J] arXiv preprint arXiv:1105.02797.
Mrinal Kanti Bhowmik, Gautam Majumdar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri .Next Level of Data Fusion for Human Face Recognition .[J] arXiv preprint arXiv:1106.03466.
Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .High Performance Human Face Recognition using Independent High Intensity Gabor Wavelet Responses: A Statistical Approach .[J] arXiv preprint arXiv:1106.03467.
H. R. Chennamma, Lalitha Rangarajan, Veerabhadrappa .Face Identification from Manipulated Facial Images using SIFT .[J] arXiv preprint arXiv:1106.04907.
Rami Cohen .Face Recognition using Curvelet Transform .[J] arXiv preprint arXiv:1107.02781.
Yaniv Taigman, Lior Wolf .Leveraging Billions of Faces to Overcome Performance Barriers in Unconstrained Face Recognition .[J] arXiv preprint arXiv:1108.01122.
K.Susheel Kumar, Vijay Bhaskar Semwal, R C Tripathi .Real time face recognition using adaboost improved fast PCA algorithm .[J] arXiv preprint arXiv:1108.01353.
Hanxi Li, Chunhua Shen, Yongsheng Gao .Face Recognition using Optimal Representation Ensemble .[J] arXiv preprint arXiv:1110.00264.
Hafiz Imtiaz, Shaikh Anowarul Fattah .A Face Recognition Scheme using Wavelet Based Dominant Features .[J] arXiv preprint arXiv:1110.01485.
Thai Hoang Le, Len Bui .Face Recognition Based on SVM and 2DPCA .[J] arXiv preprint arXiv:1110.05404.
John Wright, Arvind Ganesh, Allen Yang, Zihan Zhou, Yi Ma .Sparsity and Robustness in Face Recognition .[J] arXiv preprint arXiv:1111.01014.
Divya Jyoti, Aman Chadha, Pallavi Vaidya, M. Mani Roja .A robust, low-cost approach to Face Detection and Face Recognition .[J] arXiv preprint arXiv:1111.01090.
Aman R. Chadha, Pallavi P. Vaidya, M. Mani Roja .Face Recognition Using Discrete Cosine Transform for Global and Local Features .[J] arXiv preprint arXiv:1111.01423.
Yi Chen, Umamahesh Srinivas, Thong T. Do, Vishal Monga, Trac D. Tran .Discriminative Local Sparse Representations for Robust Face Recognition .[J] arXiv preprint arXiv:1111.01947.
【Joint Bayesian】Chen D, Cao X, Wang L, et al. Bayesian face revisited: A joint formulation [C]//European Conference on Computer Vision. Springer, Berlin, Heidelberg, 2012: 566-579.
Alex Pappachen James, Sima Dimitrijev .Examplers based image fusion features for face recognition .[J] arXiv preprint arXiv:1201.05947.
Augusto Salazar, Stefanie Wuhrer, Chang Shu, Flavio Prieto .Fully Automatic Expression-Invariant Face Correspondence .[J] arXiv preprint arXiv:1202.01444.
Meng Yang, Lei Zhang, Jian Yang, David Zhang .Regularized Robust Coding for Face Recognition .[J] arXiv preprint arXiv:1202.04207.
Vinay Bettadapura .Face Expression Recognition and Analysis: The State of the Art .[J] arXiv preprint arXiv:1203.06722.
Lei Zhang, Meng Yang, Xiangchu Feng, Yi Ma, David Zhang .Collaborative Representation based Classification for Face Recognition .[J] arXiv preprint arXiv:1204.02358.
H S Jagadeesh, K Suresh Babu, K B Raja .DBC based Face Recognition using DWT .[J] arXiv preprint arXiv:1205.01644.
Salah A. Aly .Pilgrims Face Recognition Dataset -- HUFRD .[J] arXiv preprint arXiv:1205.04463.
Manal Abdullah, Majda Wazzan, Sahar Bo-saeed .Optimizing Face Recognition Using PCA .[J] arXiv preprint arXiv:1206.01515.
Sambhunath Biswas, Amrita Biswas .Face Recognition Algorithms based on Transformed Shape Features .[J] arXiv preprint arXiv:1207.02537.
Quan Wang .Kernel Principal Component Analysis and its Applications in Face Recognition and Active Shape Models .[J] arXiv preprint arXiv:1207.03538.
Lan-Ting LI .An Efficient Color Face Verification Based on 2-Directional 2-Dimensional Feature Extraction .[J] arXiv preprint arXiv:1209.04420.
Guangling Sun, Guoqing Li, Xinpeng Zhang .Robust Degraded Face Recognition Using Enhanced Local Frequency Descriptor and Multi-scale Competition .[J] arXiv preprint arXiv:1210.01033.
Meftah Ur Rahman .A comparative study on face recognition techniques and neural network .[J] arXiv preprint arXiv:1210.01916.
B. H. Shekar, N. Harivinod, M. Sharmila Kumari, K. Raghurama Holla .3D Face Recognition using Significant Point based SULD Descriptor .[J] arXiv preprint arXiv:1210.07102.
Song Han, Jinsong Kim, Cholhun Kim, Jongchol Jo, Sunam Han .Robust Face Recognition using Local Illumination Normalization and Discriminant Feature Point Selection .[J] arXiv preprint arXiv:1212.02415.
Chang Huang, Shenghuo Zhu, Kai Yu .Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval .[J] arXiv preprint arXiv:1212.06094.
【Joint Bayesian】Cao X, Wipf D, Wen F, et al. A practical transfer learning algorithm for face verification [C]//Proceedings of the IEEE International Conference on Computer Vision. 2013: 3208-3215.
Taiyong Li, Zhilin Zhang .Robust Face Recognition via Block Sparse Bayesian Learning .[J] arXiv preprint arXiv:1301.06847.
Dong Yi, Zhen Lei, Yang Hu, Stan Z. Li .Fast Matching by 2 Lines of Code for Large Scale Face Recognition Systems .[J] arXiv preprint arXiv:1302.07180.
Yongkang Wong, Mehrtash T. Harandi, Conrad Sanderson .On Robust Face Recognition via Sparse Encoding: the Good, the Bad, and the Ugly .[J] arXiv preprint arXiv:1303.01624.
Conrad Sanderson, Mehrtash T. Harandi, Yongkang Wong, Brian C. Lovell .Combined Learning of Salient Local Descriptors and Distance Metrics for Image Set Face Verification .[J] arXiv preprint arXiv:1303.02783.
Sandra Mau, Shaokang Chen, Conrad Sanderson, Brian C. Lovell .Video Face Matching using Subset Selection and Clustering of Probabilistic Multi-Region Histograms .[J] arXiv preprint arXiv:1303.06361.
Yongkang Wong, Shaokang Chen, Sandra Mau, Conrad Sanderson, Brian C. Lovell .Patch-based Probabilistic Image Quality Assessment for Face Selection and Improved Video-based Face Recognition .[J] arXiv preprint arXiv:1304.00869.
Qiang Qiu, Rama Chellappa .Compositional Dictionaries for Domain Adaptive Face Recognition .[J] arXiv preprint arXiv:1308.00271.
Qiang Qiu, Guillermo Sapiro, Ching-Hui Chen .Domain-invariant Face Recognition using Learned Low-rank Transformation .[J] arXiv preprint arXiv:1308.00275.
Pengfei Zhu, Wangmeng Zuo, Lei Zhang, Simon C.K. Shiu, David Zhang .Image Set based Collaborative Representation for Face Recognition .[J] arXiv preprint arXiv:1308.06687.
Fumin Shen, Chunhua Shen .Generic Image Classification Approaches Excel on Face Recognition .[J] arXiv preprint arXiv:1309.05594.
Dong Zhang, Omar Oreifej, Mubarak Shah .Face Verification Using Boosted Cross-Image Features .[J] arXiv preprint arXiv:1309.07434.
Sayantan Sarkar .Skin Segmentation based Elastic Bunch Graph Matching for efficient multiple Face Recognition .[J] arXiv preprint arXiv:1310.06066.
Sheng Huang, Dan Yang, Fei Yang, Yongxin Ge, Xiaohong Zhang, Jiwen Lu .Face Recognition via Globality-Locality Preserving Projections .[J] arXiv preprint arXiv:1311.01279.
Nikunj Bajaj, Aurobinda Routray, S L Happy .Dynamic Model of Facial Expression Recognition based on Eigen-face Approach .[J] arXiv preprint arXiv:1311.06007.
Sourav Pramanik, Debotosh Bhattacharjee .Geometric Feature Based Face-Sketch Recognition .[J] arXiv preprint arXiv:1312.01462.
Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .An adaptive block based integrated LDP,GLCM,and Morphological features for Face Recognition .[J] arXiv preprint arXiv:1312.01512.
Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .A Gabor block based Kernel Discriminative Common Vector (KDCV) approach using cosine kernels for Human Face Recognition .[J] arXiv preprint arXiv:1312.01517.
Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .A Face Recognition approach based on entropy estimate of the nonlinear DCT features in the Logarithm Domain together with Kernel Entropy Component Analysis .[J] arXiv preprint arXiv:1312.01520.
Sourav Pramanik, Dr. Debotosh Bhattacharjee .An Approach: Modality Reduction and Face-Sketch Recognition .[J] arXiv preprint arXiv:1312.01681.
Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .Face Recognition using Hough Peaks extracted from the significant blocks of the Gradient Image .[J] arXiv preprint arXiv:1312.01683.
Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .High Performance Human Face Recognition using Gabor based Pseudo Hidden Markov Model .[J] arXiv preprint arXiv:1312.01684.
Arindam Kar, Debotosh Bhattacharjee, Dipak Kumar Basu, Mita Nasipuri, Mahantapas Kundu .Human Face Recognition using Gabor based Kernel Entropy Component Analysis .[J] arXiv preprint arXiv:1312.01685.
Dharini S., Guru Prasad M., Hari haran. V., Kiran Tej J. L., Kunal Ghosh .Analysis and Understanding of Various Models for Efficient Representation and Accurate Recognition of Human Faces .[J] arXiv preprint arXiv:1312.03787.
Nima Hatami, Reza Ebrahimpour, Reza Ghaderi .ECOC-Based Training of Neural Networks for Face Recognition .[J] arXiv preprint arXiv:1312.03990.
Sheng Huang, Dan Yang, Haopeng Zhang, Luwen Huangfu, Xiaohong Zhang .Shape Primitive Histogram: A Novel Low-Level Face Representation for Face Recognition .[J] arXiv preprint arXiv:1312.07446.
Sheng Huang, Dan Yang, Dong Yang, Ahmed Elgammal .Collaborative Discriminant Locality Preserving Projections With its Application to Face Recognition .[J] arXiv preprint arXiv:1312.07469.
【DeepFace】【verification】Taigman Y, Yang M, Ranzato M A, et al. Deepface: Closing the gap to human-level performance in face verification [C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2014: 1701-1708.
【DeepID】Sun Y, Wang X, Tang X. Deep learning face representation from predicting 10,000 classes [C]//Proceedings of the IEEE conference on computer vision and pattern recognition. 2014: 1891-1898.
Trupti M. Kodinariya .Hybrid Approach to Face Recognition System using Principle component and Independent component with score based fusion process .[J] arXiv preprint arXiv:1401.00395.
Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis .Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition .[J] arXiv preprint arXiv:1401.05311.
V. Karthikeyan, Manjupriya, C.K. Chithra, M. Divya .Face Verification Using Kernel Principle Component Analysis .[J] arXiv preprint arXiv:1401.06108.
V. Karthikeyan, M. Divya, C.K. Chithra, K. Manju Priya .Face Verification System based on Integral Normalized Gradient Image(INGI) .[J] arXiv preprint arXiv:1401.06112.
MuthuKalyani.K, VeeraMuthu.A .smart application for AMS using Face Recognition .[J] arXiv preprint arXiv:1401.06130.
Abhishek Bhattacharya, Tanusree Chatterjee .An Estimation Method of Measuring Image Quality for Compressed Images of Human Face .[J] arXiv preprint arXiv:1402.01331.
Liansheng Zhuang, Tsung-Han Chan, Allen Y. Yang, S. Shankar Sastry, Yi Ma .Sparse Illumination Learning and Transfer for Single-Sample Face Recognition with Image Corruption and Misalignment .[J] arXiv preprint arXiv:1402.01879.
Huanguo Zhang, Sha Lv, Wei Li, Xun Qu .A Novel Face Recognition Method using Nearest Line Projection .[J] arXiv preprint arXiv:1402.05859.
Divyarajsinh N. Parmar, Brijesh B. Mehta .Face Recognition Methods & Applications .[J] arXiv preprint arXiv:1403.00485.
Shireesha Chintalapati, M. V. Raghunadh .Illumination,Expression and Occlusion Invariant Pose-Adaptive Face Recognition System for Real-Time Applications .[J] arXiv preprint arXiv:1403.01362.
Haoqiang Fan, Zhimin Cao, Yuning Jiang, Qi Yin, Chinchilla Doudou .Learning Deep Face Representation .[J] arXiv preprint arXiv:1403.02802.
V. Karthikeyan, K. Vijayalakshmi, P. Jeyakumar .An Efficient Method for Face Recognition System In Various Assorted Conditions .[J] arXiv preprint arXiv:1403.05475.
Zhenyao Zhu, Ping Luo, Xiaogang Wang, Xiaoou Tang .Recover Canonical-View Faces in the Wild with Deep Neural Networks .[J] arXiv preprint arXiv:1404.03543.
Chaochao Lu, Xiaoou Tang .Surpassing Human-Level Face Verification Performance on LFW with GaussianFace .[J] arXiv preprint arXiv:1404.03840.
Jing Wang, Canyi Lu, Meng Wang, Peipei Li, Shuicheng Yan, Xuegang Hu .Robust Face Recognition via Adaptive Sparse Representation .[J] arXiv preprint arXiv:1404.04780.
Jian Yang, Jianjun Qian, Lei Luo, Fanlong Zhang, Yicheng Gao .Nuclear Norm based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes .[J] arXiv preprint arXiv:1405.01207.
Jyothi K, Prabhakar C.J .Multi Modal Face Recognition Using Block Based Curvelet Features .[J] arXiv preprint arXiv:1405.02641.
Spits Warnars .Human Face as human single identity .[J] arXiv preprint arXiv:1405.06168.
Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li .Shared Representation Learning for Heterogeneous Face Recognition .[J] arXiv preprint arXiv:1406.01247.
【DeepID】Yi Sun, Xiaogang Wang, Xiaoou Tang .Deep Learning Face Representation by Joint Identification-Verification .[J] arXiv preprint arXiv:1406.04773.
【DeepFace-Based】【Identification】Yaniv Taigman, Ming Yang, Marc'Aurelio Ranzato, Lior Wolf .Web-Scale Training for Face Identification .[J] arXiv preprint arXiv:1406.05266.
Fumin Shen, Chunhua Shen, Heng Tao Shen .Face Image Classification by Pooling Raw Features .[J] arXiv preprint arXiv:1406.06811.
Fumin Shen, Chunhua Shen, Heng Tao Shen .Face Identification with Second-Order Pooling .[J] arXiv preprint arXiv:1406.06818.
Zhenyao Zhu, Ping Luo, Xiaogang Wang, Xiaoou Tang .Deep Learning Multi-View Representation for Face Recognition .[J] arXiv preprint arXiv:1406.06947.
Jianguo Li, Yurong Chen .Large-scale Supervised Hierarchical Feature Learning for Face Recognition .[J] arXiv preprint arXiv:1407.01490.
Eren Golge, Pinar Duygulu .FAME: Face Association through Model Evolution .[J] arXiv preprint arXiv:1407.02987.
Bin Yang, Junjie Yan, Zhen Lei, Stan Z. Li .Aggregate channel features for multi-view face detection .[J] arXiv preprint arXiv:1407.04023.
Parama Bagchi, Debotosh Bhattacharjee, Mita Nasipuri .Robust 3D face recognition in presence of pose and partial occlusions or missing parts .[J] arXiv preprint arXiv:1408.03709.
Shuxin Ouyang, Timothy Hospedales, Yi-Zhe Song, Xueming Li .A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and Low-resolution .[J] arXiv preprint arXiv:1409.05114.
Bo Han, Bo He, Tingting Sun, Mengmeng Ma, Amaury Lendasse .HSR: L1/2 Regularized Sparse Representation for Fast Face Recognition using Hierarchical Feature Selection .[J] arXiv preprint arXiv:1409.06448.
Yufei Gan, Teng Yang, Chu He .A Deep Graph Embedding Network Model for Face Recognition .[J] arXiv preprint arXiv:1409.07313.
Syed Zulqarnain Gilani, Faisal Shafait, Ajmal Mian .Dense 3D Face Correspondence .[J] arXiv preprint arXiv:1410.05058.
Abdullah Gubbi, Mohammad Fazle Azeem, M Sharmila Kumari .Non Binary Local Gradient Contours for Face Recognition .[J] arXiv preprint arXiv:1411.00442.
【WebFace】Dong Yi, Zhen Lei, Shengcai Liao, Stan Z. Li .Learning Face Representation from Scratch .[J] arXiv preprint arXiv:1411.07923.
Tal Hassner, Shai Harel, Eran Paz, Roee Enbar .Effective Face Frontalization in Unconstrained Images .[J] arXiv preprint arXiv:1411.07964.
【DeepID】Yi Sun, Xiaogang Wang, Xiaoou Tang .Deeply learned face representations are sparse, selective, and robust .[J] arXiv preprint arXiv:1412.01265.
【WebFace】Wu X, He R, Sun Z. A lightened cnn for deep face representation [C]//2015 IEEE Conference on IEEE Computer Vision and Pattern Recognition (CVPR). 2015, 4: 5.
【VGGFace】Parkhi O M, Vedaldi A, Zisserman A. Deep face recognition [C]//BMVC. 2015, 1(3): 6.
Gholamreza Anbarjafari .Face recognition using color local binary pattern from mutually independent color channels .[J] arXiv preprint arXiv:1501.00105.
【Face++】Erjin Zhou, Zhimin Cao, Qi Yin .Naive-Deep Face Recognition: Touching the Limit of LFW Benchmark or Not? .[J] arXiv preprint arXiv:1501.04690.
Ning Zhang, Manohar Paluri, Yaniv Taigman, Rob Fergus, Lubomir Bourdev .Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues .[J] arXiv preprint arXiv:1501.05703.
Miriam Redi, Nikhil Rasiwasia, Gaurav Aggarwal, Alejandro Jaimes .The Beauty of Capturing Faces: Rating the Quality of Digital Portraits .[J] arXiv preprint arXiv:1501.07304.
Yandong Wen, Weiyang Liu, Meng Yang, Yuli Fu, Youjun Xiang, Rui Hu .Structured Occlusion Coding for Robust Face Recognition .[J] arXiv preprint arXiv:1502.00478.
Shonal Chaudhry, Rohitash Chandra .Design of a Mobile Face Recognition System for Visually Impaired Persons .[J] arXiv preprint arXiv:1502.00756.
【DeepID】Yi Sun, Ding Liang, Xiaogang Wang, Xiaoou Tang .DeepID3: Face Recognition with Very Deep Neural Networks .[J] arXiv preprint arXiv:1502.00873.
Changxing Ding, Dacheng Tao .A Comprehensive Survey on Pose-Invariant Face Recognition .[J] arXiv preprint arXiv:1502.04383.
Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li .Graphical Representation for Heterogeneous Face Recognition .[J] arXiv preprint arXiv:1503.00488.
Samir F. Hafez, Mazen M. Selim, Hala H. Zayed .2D Face Recognition System Based on Selected Gabor Filters and Linear Discriminant Analysis LDA .[J] arXiv preprint arXiv:1503.03741.
【FaceNet】【Triplet Loss】Florian Schroff, Dmitry Kalenichenko, James Philbin .FaceNet: A Unified Embedding for Face Recognition and Clustering .[J] arXiv preprint arXiv:1503.03832.davidsandberg/facenet ]
Narmada Naik, G.N Rathna .Robust real time face recognition and tracking on gpu using fusion of rgb and depth image .[J] arXiv preprint arXiv:1504.01883.
Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William Christmas, Stan Z. Li, Timothy Hospedales .When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition .[J] arXiv preprint arXiv:1504.02351.
Ognjen Arandjelovic .Automatic Face Recognition from Video .[J] arXiv preprint arXiv:1504.05308.
【MegaFace】D. Miller, E. Brossard, S. Seitz, I. Kemelmacher-Shlizerman .MegaFace: A Million Faces for Recognition at Scale .[J] arXiv preprint arXiv:1505.02108.
Liping Wang, Songcan Chen .Joint Representation Classification for Collective Face Recognition .[J] arXiv preprint arXiv:1505.04617.
Weilin Huang, Hujun Yin .Robust Face Recognition with Structural Binary Gradient Patterns .[J] arXiv preprint arXiv:1506.00481.
Amin Jourabloo, Xiaoming Liu .Pose-Invariant 3D Face Alignment .[J] arXiv preprint arXiv:1506.03799.
Rohit Pandey, Yingbo Zhou, Venu Govindaraju .Deep Secure Encoding: An Application to Face Recognition .[J] arXiv preprint arXiv:1506.04340.
Yang Zhong, Haibo Li .Leveraging the Power of Gabor Phase for Face Identification: A Block Matching Approach .[J] arXiv preprint arXiv:1506.04655.
Poonam Yadav .Face Prediction Model for an Automatic Age-invariant Face Recognition System .[J] arXiv preprint arXiv:1506.06046.
【Pruning Network】Han S, Pool J, Tran J, et al. Learning both weights and connections for efficient neural network [C]//Advances in neural information processing systems. 2015: 1135-1143.
【Baidu Research】Jingtuo Liu, Yafeng Deng, Tao Bai, Zhengping Wei, Chang Huang .Targeting Ultimate Accuracy: Face Recognition via Deep Embedding .[J] arXiv preprint arXiv:1506.07310.
Cong Jie Ng, Andrew Beng Jin Teoh .DCTNet : A Simple Learning-free Approach for Face Recognition .[J] arXiv preprint arXiv:1507.02049.
Ran He, Tieniu Tan, Larry Davis, Zhenan Sun .Learning Structured Ordinal Measures for Video based Face Recognition .[J] arXiv preprint arXiv:1507.02380.
Hai X. Pham, Chongyu Chen, Luc N. Dao, Vladimir Pavlovic, Jianfei Cai, Tat-jen Cham .Robust Performance-driven 3D Face Tracking in Long Range Depth Scenes .[J] arXiv preprint arXiv:1507.02779.
Liliana Lo Presti, Marco La Cascia .Ensemble of Hankel Matrices for Face Emotion Recognition .[J] arXiv preprint arXiv:1507.03811.
Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva .Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos .[J] arXiv preprint arXiv:1507.04576.
Xiang Wu .Learning Robust Deep Face Representation .[J] arXiv preprint arXiv:1507.04844.
Dayong Wang, Charles Otto, Anil K. Jain .Face Search at Scale: 80 Million Gallery .[J] arXiv preprint arXiv:1507.07242.
Xiaochao Qu, Suah Kim, Run Cui, Hyoung Joong Kim .Collaborative Representation Classification Ensemble for Face Recognition .[J] arXiv preprint arXiv:1507.08064.
Annan Li, Shiguang Shan, Xilin Chen, Bingpeng Ma, Shuicheng Yan, Wen Gao .Cross-pose Face Recognition by Canonical Correlation Analysis .[J] arXiv preprint arXiv:1507.08076.
Ilya Kalinovskii, Vladimir Spitsyn .Compact Convolutional Neural Network Cascade for Face Detection .[J] arXiv preprint arXiv:1508.01292.
Jun-Cheng Chen, Vishal M. Patel, Rama Chellappa .Unconstrained Face Verification using Deep CNN Features .[J] arXiv preprint arXiv:1508.01722.
Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .A Deep Pyramid Deformable Part Model for Face Detection .[J] arXiv preprint arXiv:1508.04389.
Changxing Ding, Dacheng Tao .Robust Face Recognition via Multimodal Deep Face Representation .[J] arXiv preprint arXiv:1509.00244.
Anirban Dasgupta, Shubhobrata Bhattacharya, Aurobinda Routray .SPECFACE - A Dataset of Human Faces Wearing Spectacles .[J] arXiv preprint arXiv:1509.04853.
Xu Yang .Face Photo Sketch Synthesis via Larger Patch and Multiresolution Spline .[J] arXiv preprint arXiv:1509.05897.
Abdullah Gubbi, Mohammed Fazle Azeem, Zahid Ansari .New Fuzzy LBP Features for Face Recognition .[J] arXiv preprint arXiv:1509.06853.
Abhishek Dutta .Predicting Performance of a Face Recognition System Based on Image Quality .[J] arXiv preprint arXiv:1510.07112.
Abhishek Dutta, Raymond Veldhuis, Luuk Spreeuwers .Predicting Face Recognition Performance Using Image Quality .[J] arXiv preprint arXiv:1510.07119.
【WebFace】Xiang Wu, Ran He, Zhenan Sun, Tieniu Tan .A Light CNN for Deep Face Representation with Noisy Labels .[J] arXiv preprint arXiv:1511.02683.
Ira Kemelmacher-Shlizerman, Steve Seitz, Daniel Miller, Evan Brossard .The MegaFace Benchmark: 1 Million Faces for Recognition at Scale .[J] arXiv preprint arXiv:1512.00596.
Yi Sun, Xiaogang Wang, Xiaoou Tang .Sparsifying Neural Network Connections for Face Recognition .[J] arXiv preprint arXiv:1512.01891.
Masi I, Rawls S, Medioni G, et al. Pose-aware face recognition in the wild [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4838-4846.
Pal D K, Juefei-Xu F, Savvides M. Discriminative invariant kernel features: a bells-and-whistles-free approach to unsupervised face recognition and pose estimation [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 5590-5599.
Wen Y, Li Z, Qiao Y. Latent factor guided convolutional neural networks for age-invariant face recognition [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4893-4901.
Sun Y, Wang X, Tang X. Sparsifying neural network connections for face recognition [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4856-4864.
【OpenFace】【Pipelines】Amos B, Ludwiczuk B, Satyanarayanan M. Openface: A general-purpose face recognition library with mobile applications [J]. CMU School of Computer Science, 2016.bakup ]
【Center Face】【Center loss】Wen Y, Zhang K, Li Z, et al. A discriminative feature learning approach for deep face recognition [C]//European Conference on Computer Vision. Springer, Cham, 2016: 499-515.ydwen/caffe-face ; pangyupo/mxnet_center_loss ]
【MegaFace】Kemelmacher-Shlizerman I, Seitz S M, Miller D, et al. The megaface benchmark: 1 million faces for recognition at scale [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4873-4882.
Amir Rosenfeld, Shimon Ullman .Face-space Action Recognition by Face-Object Interactions .[J] arXiv preprint arXiv:1601.04293.
M. Saquib Sarfraz, Rainer Stiefelhagen .Deep Perceptual Mapping for Cross-Modal Face Recognition .[J] arXiv preprint arXiv:1601.05347.
Bappaditya Mandal .Face Recognition: Perspectives from the Real-World .[J] arXiv preprint arXiv:1602.02999.
Bappaditya Mandal .Improved Eigenfeature Regularization for Face Identification .[J] arXiv preprint arXiv:1602.03256.
Swami Sankaranarayanan, Azadeh Alavi, Rama Chellappa .Triplet Similarity Embedding for Face Verification .[J] arXiv preprint arXiv:1602.03418.
Simone Bianco .Large age-gap face verification by feature injection in deep networks .[J] arXiv preprint arXiv:1602.06149.
Ognjen Arandjelovic .Learnt quasi-transitive similarity for retrieval from large collections of faces .[J] arXiv preprint arXiv:1603.00560.
【HyperFace】Rajeev Ranjan, Vishal M. Patel, Rama Chellappa .HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition .[J] arXiv preprint arXiv:1603.01249.
Nate Crosswhite, Jeffrey Byrne, Omkar M. Parkhi, Chris Stauffer, Qiong Cao, Andrew Zisserman .Template Adaptation for Face Verification and Identification .[J] arXiv preprint arXiv:1603.03958.
Hawren Fang .Classification with Repulsion Tensors: A Case Study on Face Recognition .[J] arXiv preprint arXiv:1603.04588.
Jiaolong Yang, Peiran Ren, Dongqing Zhang, Dong Chen, Fang Wen, Hongdong Li, Gang Hua .Neural Aggregation Network for Video Face Recognition .[J] arXiv preprint arXiv:1603.05474.
Guosheng Hu, Xiaojiang Peng, Yongxin Yang, Timothy Hospedales, Jakob Verbeek .Frankenstein: Learning Deep Face Representations using Small Data .[J] arXiv preprint arXiv:1603.06470.
Iacopo Masi, Anh Tuan Tran, Jatuporn Toy Leksut, Tal Hassner, Gerard Medioni .Do We Really Need to Collect Millions of Faces for Effective Face Recognition? .[J] arXiv preprint arXiv:1603.07057.
Wael AbdAlmageed, Yue Wua, Stephen Rawlsa, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Toy Leksut, Jungyeon Kim, Prem Natarajan, Ram Nevatia, Gerard Medioni .Face Recognition Using Deep Multi-Pose Representations .[J] arXiv preprint arXiv:1603.07388.
Yan Yan, Hanzi Wang, David Suter .Multi-Subregion Based Correlation Filter Bank for Robust Face Recognition .[J] arXiv preprint arXiv:1603.07604.
Yan Yan, Hanzi Wang, Cuihua Li, Chenhui Yang, Bineng Zhong .An Effective Unconstrained Correlation Filter and Its Kernelization for Face Recognition .[J] arXiv preprint arXiv:1603.07800.
Nannan Wang, Jie Li, Leiyu Sun, Bin Song, Xinbo Gao .Training-Free Synthesized Face Sketch Recognition Using Image Quality Assessment Metrics .[J] arXiv preprint arXiv:1603.07823.
Charles Otto, Dayong Wang, Anil K. Jain .Clustering Millions of Faces by Identity .[J] arXiv preprint arXiv:1604.00989.
Binod Bhattarai, Gaurav Sharma, Frederic Jurie .CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale Face Retrieval .[J] arXiv preprint arXiv:1604.02975.
Swami Sankaranarayanan, Azadeh Alavi, Carlos Castillo, Rama Chellappa .Triplet Probabilistic Embedding for Face Verification and Clustering .[J] arXiv preprint arXiv:1604.05417.
Cheng Yaw Low, Andrew Beng Jin Teoh, Cong Jie Ng .Multi-Fold Gabor, PCA and ICA Filter Convolution Descriptor for Face Recognition .[J] arXiv preprint arXiv:1604.07057.
Panqu Wang, Isabel Gauthier, Garrison Cottrell .Are Face and Object Recognition Independent? A Neurocomputational Modeling Exploration .[J] arXiv preprint arXiv:1604.07872.
Igor Fedorov, Ritwik Giri, Bhaskar D. Rao, Truong Q. Nguyen .Robust Bayesian Method for Simultaneous Block Sparse Signal Recovery with Applications to Face Recognition .[J] arXiv preprint arXiv:1605.02057.
Michael Iliadis, Haohong Wang, Rafael Molina, Aggelos K. Katsaggelos .Robust and Low-Rank Representation for Fast Face Identification with Occlusions .[J] arXiv preprint arXiv:1605.02266.
Jun-Cheng Chen, Rajeev Ranjan, Swami Sankaranarayanan, Amit Kumar, Ching-Hui Chen, Vishal M. Patel, Carlos D. Castillo, Rama Chellappa .Unconstrained Still/Video-Based Face Verification with Deep Convolutional Neural Networks .[J] arXiv preprint arXiv:1605.02686.
Vivek Sharma, Luc Van Gool .Image-level Classification in Hyperspectral Images using Feature Descriptors, with Application to Face Recognition .[J] arXiv preprint arXiv:1605.03428.
Jason Grant, Patrick Flynn .Hierarchical Clustering in Face Similarity Score Space .[J] arXiv preprint arXiv:1605.06052.
Oren Tadmor, Yonatan Wexler, Tal Rosenwein, Shai Shalev-Shwartz, Amnon Shashua .Learning a Metric Embedding for Face Recognition using the Multibatch Method .[J] arXiv preprint arXiv:1605.07270.
Mawloud Guermoui, Mohamed L. Mekhalfi .A Sparse Representation of Complete Local Binary Pattern Histogram for Human Face Recognition .[J] arXiv preprint arXiv:1605.09584.
Michael Grupp, Philipp Kopp, Patrik Huber, Matthias Rtsch .A 3D Face Modelling Approach for Pose-Invariant Face Recognition in a Human-Robot Environment .[J] arXiv preprint arXiv:1606.00474.
Joel Z. Leibo, Qianli Liao, Winrich Freiwald, Fabio Anselmi, Tomaso Poggio .View-tolerant face recognition and Hebbian learning imply mirror-symmetric neural tuning to head orientation .[J] arXiv preprint arXiv:1606.01552.
Mostafa Mehdipour Ghazi, Hazim Kemal Ekenel .A Comprehensive Analysis of Deep Learning Based Representation for Face Recognition .[J] arXiv preprint arXiv:1606.02894.
Andrey Zhmoginov, Mark Sandler .Inverting face embeddings with convolutional neural networks .[J] arXiv preprint arXiv:1606.04189.
Chunlei Peng, Xinbo Gao, Nannan Wang, Jie Li .Sparse Graphical Representation based Discriminant Analysis for Heterogeneous Face Recognition .[J] arXiv preprint arXiv:1607.00137.
Xiaoyue Jiang, Dong Zhang, Xiaoyi Feng .Local feature hierarchy for face recognition across pose and illumination .[J] arXiv preprint arXiv:1607.03226.
【Pruning Network】Han S, Pool J, Narang S, et al. Dsd: Dense-sparse-dense training for deep neural networks [J]. arXiv preprint arXiv:1607.04381, 2016.
Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang .Deep Cascaded Bi-Network for Face Hallucination .[J] arXiv preprint arXiv:1607.05046.
Changxing Ding, Dacheng Tao .Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition .[J] arXiv preprint arXiv:1607.05427.
Ahmad H. A. Eid .Combined Classifiers for Invariant Face Recognition .[J] arXiv preprint arXiv:1607.06973.
Yang Li, Wenming Zheng, Zhen Cui .Recurrent Regression for Face Recognition .[J] arXiv preprint arXiv:1607.06999.
【Dataset】【MS-Celeb-1M】Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, Jianfeng Gao .MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition .[J] arXiv preprint arXiv:1607.08221.
Shervin Minaee, Amirali Abdolrashidi, Yao Wang .Face Recognition Using Scattering Convolutional Network .[J] arXiv preprint arXiv:1608.00059.
Zhiwu Huang, Ruiping Wang, Shiguang Shan, Luc Van Gool, Xilin Chen .Cross Euclidean-to-Riemannian Metric Learning with Application to Face Recognition from Video .[J] arXiv preprint arXiv:1608.04200.
Samil Karahan, Merve Kilinc Yildirim, Kadir Kirtac, Ferhat Sukru Rende, Gultekin Butun, Hazim Kemal Ekenel .How Image Degradations Affect Deep CNN-based Face Recognition? .[J] arXiv preprint arXiv:1608.05246.
Yuan Gao, Jiayi Ma, Alan L. Yuille .Semi-Supervised Sparse Representation Based Classification for Face Recognition with Insufficient Labeled Samples .[J] arXiv preprint arXiv:1609.03279.
【SDK】【VIPLFaceNet】Xin Liu, Meina Kan, Wanglong Wu, Shiguang Shan, Xilin Chen .VIPLFaceNet: An Open Source Deep Face Recognition SDK .[J] arXiv preprint arXiv:1609.03892.
Hui Ding, Shaohua Kevin Zhou, Rama Chellappa .FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition .[J] arXiv preprint arXiv:1609.06591.
Jonathan Vitale, Mary-Anne Williams, Benjamin Johnston .The face-space duality hypothesis: a computational model .[J] arXiv preprint arXiv:1609.07371.
Samik Banerjee, Sukhendu Das .Domain Adaptation with Soft-margin multiple feature-kernel learning beats Deep Learning for surveillance face recognition .[J] arXiv preprint arXiv:1610.01374.
Sandipan Banerjee, Joel Brogan, Janez Krizaj, Aparna Bharati, Brandon RichardWebster, Vitomir Struc, Patrick Flynn, Walter Scheirer .To Frontalize or Not To Frontalize: Do We Really Need Elaborate Pre-processing To Improve Face Recognition? .[J] arXiv preprint arXiv:1610.04823.
Xiaoning Song, Zhen-Hua Feng, Guosheng Hu, Josef Kittler, William Christmas, Xiao-Jun Wu .Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification .[J] arXiv preprint arXiv:1611.00284.
【All-In-One】Rajeev Ranjan, Swami Sankaranarayanan, Carlos D. Castillo, Rama Chellappa .An All-In-One Convolutional Neural Network for Face Analysis .[J] arXiv preprint arXiv:1611.00851.
【Dataset】【UMDFaces】Ankan Bansal, Anirudh Nanduri, Carlos Castillo, Rajeev Ranjan, Rama Chellappa .UMDFaces: An Annotated Face Dataset for Training Deep Networks .[J] arXiv preprint arXiv:1611.01484.
Brandon M. Smith, Charles R. Dyer .Efficient Branching Cascaded Regression for Face Alignment under Significant Head Rotation .[J] arXiv preprint arXiv:1611.01584.
Shu Zhang, Ran He, Tieniu Tan .DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification .[J] arXiv preprint arXiv:1611.05271.
Guilherme Folego, Marcus A. Angeloni, José Augusto Stuchi, Alan Godoy, Anderson Rocha .Cross-Domain Face Verification: Matching ID Document and Self-Portrait Photographs .[J] arXiv preprint arXiv:1611.05755.
【Pruning Network】Molchanov P, Tyree S, Karras T, et al. Pruning convolutional neural networks for resource efficient inference [J]. arXiv preprint arXiv:1611.06440, 2016.
Jose Lezama, Qiang Qiu, Guillermo Sapiro .Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding .[J] arXiv preprint arXiv:1611.06638.
Junyu Wu, Shengyong Ding, Wei Xu, Hongyang Chao .Deep Joint Face Hallucination and Recognition .[J] arXiv preprint arXiv:1611.08091.
Shengyong Ding, Junyu Wu, Wei Xu, Hongyang Chao .Automatically Building Face Datasets of New Domains from Weakly Labeled Data with Pretrained Models .[J] arXiv preprint arXiv:1611.08107.
【Range loss】Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao .Range Loss for Deep Face Recognition with Long-tail .[J] arXiv preprint arXiv:1611.08976.Charrin/RangeLoss-Caffe ]
Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis .Fast Face-swap Using Convolutional Neural Networks .[J] arXiv preprint arXiv:1611.09577.
Guido Borghi, Marco Venturelli, Roberto Vezzani, Rita Cucchiara .POSEidon: Face-from-Depth for Driver Pose Estimation .[J] arXiv preprint arXiv:1611.10195.
Viet-Hang Duong, Yuan-Shan Lee, Bach-Tung Pham, Seksan Mathulaprangsan, Pham The Bao, Jia-Ching Wang .Complex Matrix Factorization for Face Recognition .[J] arXiv preprint arXiv:1612.02513.
Fang Zhao, Jiashi Feng, Jian Zhao, Wenhan Yang, Shuicheng Yan .Robust LSTM-Autoencoders for Face De-Occlusion in the Wild .[J] arXiv preprint arXiv:1612.08534.
Zhen-Hua Feng, Josef Kittler, William Christmas, Xiao-Jun Wu .A Unified Tensor-based Active Appearance Face Model .[J] arXiv preprint arXiv:1612.09548.
【L-Softmax loss】Liu W, Wen Y, Yu Z, et al. Large-Margin Softmax Loss for Convolutional Neural Networks [J]arXiv preprint arXiv:1612.02295..wy1iu/LargeMargin_Softmax_Loss ;luoyetx/mx-lsoftmax ]
【Marginal loss】Deng J, Zhou Y, Zafeiriou S. Marginal loss for deep face recognition [C]//Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition (CVPRW), Faces “in-the-wild” Workshop/Challenge. 2017, 4(6).
Yuanyi Zhong, Jiansheng Chen, Bo Huang .Towards End-to-End Face Recognition through Alignment Learning .[J] arXiv preprint arXiv:1701.07174.
Olasimbo Ayodeji Arigbabu, Sharifah Mumtazah Syed Ahmad, Wan Azizun Wan Adnan, Salman Yussof, Saif Mahmood .Soft Biometrics: Gender Recognition from Unconstrained Face Images using Local Feature Descriptor .[J] arXiv preprint arXiv:1702.02537.
Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris Metaxas, Manmohan Chandraker .Reconstruction-Based Disentanglement for Pose-invariant Face Recognition .[J] arXiv preprint arXiv:1702.03041.
Pavel Král, Antonín Vrba .Enhanced Local Binary Patterns for Automatic Face Recognition .[J] arXiv preprint arXiv:1702.03349.
Sungeun Hong, Woobin Im, Jongbin Ryu, Hyun S. Yang .SSPP-DAN: Deep Domain Adaptation Network for Face Recognition with Single Sample Per Person .[J] arXiv preprint arXiv:1702.04069.
Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen, Carlos Castillo, Rama Chellappa .Deep Heterogeneous Feature Fusion for Template-Based Face Recognition .[J] arXiv preprint arXiv:1702.04471.
Xi Yin, Xiaoming Liu .Multi-Task Convolutional Neural Network for Pose-Invariant Face Recognition .[J] arXiv preprint arXiv:1702.04710.
【coco loss v1】Liu Y, Li H, Wang X. Learning deep features via congenerous cosine loss for person recognition [J]. arXiv preprint arXiv:1702.06890, 2017.
Mehran Safayani, Seyed Hashem Ahmadi, Homayun Afrabandpey, Abdolreza Mirzaei .An EM Based Probabilistic Two-Dimensional CCA with Application to Face Recognition .[J] arXiv preprint arXiv:1702.07884.
Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin .WebCaricature: a benchmark for caricature face recognition .[J] arXiv preprint arXiv:1703.03230.
I Gede Pasek Suta Wijaya, Keiichi Uchimura, Gou Koutaki .Multi-Pose Face Recognition Using Hybrid Face Features Descriptor .[J] arXiv preprint arXiv:1703.04062.
Homa Foroughi, Moein Shakeri, Nilanjan Ray, Hong Zhang .Face Recognition using Multi-Modal Low-Rank Dictionary Learning .[J] arXiv preprint arXiv:1703.04853.
【Loss function】Abul Hasnat, Julien Bohné, Jonathan Milgram, Stéphane Gentric, Liming Chen .DeepVisage: Making face recognition simple yet with powerful generalization skills .[J] arXiv preprint arXiv:1703.08388.
Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan le, Marios Savvides .Temporal Non-Volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition .[J] arXiv preprint arXiv:1703.08617.
【L2-constrained softmax loss】Ranjan R, Castillo C D, Chellappa R. L2-constrained softmax loss for discriminative face verification [J]. arXiv preprint arXiv:1703.09507, 2017.
【3D Face Recognition】Kim D, Hernandez M, Choi J, et al. Deep 3D face identification [J]. arXiv preprint arXiv:1703.10714, 2017.
Lin Xiong, Jayashree Karlekar, Jian Zhao, Yi Cheng, Yan Xu, Jiashi Feng, Sugiri Pranata, Shengmei Shen .A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion .[J] arXiv preprint arXiv:1704.00438.
Ahmed ElSayed, Ausif Mahmood, Tarek Sobh .Effect of Super Resolution on High Dimensional Features for Unsupervised Face Recognition in the Wild .[J] arXiv preprint arXiv:1704.01464.
【Loss fuction】Chen W, Chen X, Zhang J, et al. Beyond triplet loss: a deep quadruplet network for person re-identification [C]//The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2017, 2(8).
Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan .Coupled Deep Learning for Heterogeneous Face Recognition .[J] arXiv preprint arXiv:1704.02450.
Yibo Hu, Xiang Wu, Ran He .Attention-Set based Metric Learning for Video Face Recognition .[J] arXiv preprint arXiv:1704.03805.
Daniel Crispell, Octavian Biris, Nate Crosswhite, Jeffrey Byrne, Joseph L. Mundy .Dataset Augmentation for Pose and Lighting Invariant Face Recognition .[J] arXiv preprint arXiv:1704.04326.
Rasmus S. Andersen, Anders U. Eliasen, Nicolai Pedersen, Michael Riis Andersen, Sofie Therese Hansen, Lars Kai Hansen .EEG source imaging assists decoding in a face recognition task .[J] arXiv preprint arXiv:1704.05748.
【Loss function】【NormFace】Wang F, Xiang X, Cheng J, et al. Normface: l 2 hypersphere embedding for face verification .[J] arXiv preprint arXiv:1704.06369..happynear/NormFace ]
【A-Softmax loss】【Angular margin】Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, Le Song .SphereFace: Deep Hypersphere Embedding for Face Recognition .[J] arXiv preprint arXiv:1704.08063.wy1iu/sphereface ]
Chollette C. Olisah, Solomon Nunoo, Peter Ofedebe, Ghazali Sulong .Expressing Facial Structure and Appearance Information in Frequency Domain for Face Recognition .[J] arXiv preprint arXiv:1704.08949.
Aaron Nech, Ira Kemelmacher-Shlizerman .Level Playing Field for Million Scale Face Recognition .[J] arXiv preprint arXiv:1705.00393.
Manuel Günther, Steve Cruz, Ethan M. Rudd, Terrance E. Boult .Toward Open-Set Face Recognition .[J] arXiv preprint arXiv:1705.01567.
Fares Jalled .Face Recognition Machine Vision System Using Eigenfaces .[J] arXiv preprint arXiv:1705.02782.
Eilidh Noyes, Alice J. O'Toole .Face recognition assessments used in the study of super-recognisers .[J] arXiv preprint arXiv:1705.04739.
【others】Yuan Y, Yang K, Zhang C. eature Incay for Representation Regularization [J]. arXiv preprint arXiv:1705.10284, 2017.
Karan Maheshwari, Nalini N .Facial Recognition Enabled Smart Door Using Microsoft Face API .[J] arXiv preprint arXiv:1706.00498.
M. Y. Shams, A. S. Tolba, S.H. Sarhan .A Vision System for Multi-View Face Recognition .[J] arXiv preprint arXiv:1706.00510.
Chris Larson, Josef Spjut, Ross Knepper, Robert Shepherd .A Deformable Interface for Human Touch Recognition using Stretchable Carbon Nanotube Dielectric Elastomer Sensors and Deep Neural Networks .[J] arXiv preprint arXiv:1706.02542.
Erfan Zangeneh (1), Mohammad Rahmati (1), Yalda Mohsenzadeh (2) ((1) Amirkabir University of Technology, (2) Massachusetts Institute of Technology) .Low Resolution Face Recognition Using a Two-Branch Deep Convolutional Neural Network Architecture .[J] arXiv preprint arXiv:1706.06247.
Johannes Reschke, Armin Sehr .Face Recognition with Machine Learning in OpenCV_ Fusion of the results with the Localization Data of an Acoustic Camera for Speaker Identification .[J] arXiv preprint arXiv:1707.00835.
Sumit Shekhar, Vishal M. Patel, Rama Chellappa .Synthesis-based Robust Low Resolution Face Recognition .[J] arXiv preprint arXiv:1707.02733.
Yandong Guo, Lei Zhang .One-shot Face Recognition by Promoting Underrepresented Classes .[J] arXiv preprint arXiv:1707.05574.
Daniel Sáez Trigueros, Li Meng, Margaret Hartnett .Enhancing Convolutional Neural Networks for Face Recognition with Occlusion Maps and Batch Triplet Loss .[J] arXiv preprint arXiv:1707.07923.
Abhinav Gupta, Agrim Khanna, Anmol Jagetia, Devansh Sharma, Sanchit Alekh, Vaibhav Choudhary .Combining Keystroke Dynamics and Face Recognition for User Verification .[J] arXiv preprint arXiv:1708.00931.
Kihyuk Sohn, Sifei Liu, Guangyu Zhong, Xiang Yu, Ming-Hsuan Yang, Manmohan Chandraker .Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos .[J] arXiv preprint arXiv:1708.02191.
Ran He, Xiang Wu, Zhenan Sun, Tieniu Tan .Wasserstein CNN: Learning Invariant Features for NIR-VIS Face Recognition .[J] arXiv preprint arXiv:1708.02412.
Feng Liu, Qijun Zhao, Xiaoming Liu, Dan Zeng .Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition .[J] arXiv preprint arXiv:1708.02734.
Andrey V. Savchenko, Natalya S. Belova .Maximum A Posteriori Estimation of Distances Between Deep Features in Still-to-Video Face Recognition .[J] arXiv preprint arXiv:1708.07972.
【Dataset】【Cross-Age LFW】Tianyue Zheng, Weihong Deng, Jiani Hu .Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments .[J] arXiv preprint arXiv:1708.08197.
Alexandr G. Rassadin, Alexey S. Gruzdev, Andrey V. Savchenko .Group-level Emotion Recognition using Transfer Learning from Face Identification .[J] arXiv preprint arXiv:1709.01688.
Wuming Zhang, Zhixin Shu, Dimitris Samaras, Liming Chen .Improving Heterogeneous Face Recognition with Conditional Adversarial Networks .[J] arXiv preprint arXiv:1709.02848.
Lingxiao Song, Man Zhang, Xiang Wu, Ran He .Adversarial Discriminative Heterogeneous Face Recognition .[J] arXiv preprint arXiv:1709.03675.
Xihua Li .Improving precision and recall of face recognition in SIPP with combination of modified mean search and LSH .[J] arXiv preprint arXiv:1709.03872.
Xiang Xu, Pengfei Dou, Ha A. Le, Ioannis A. Kakadiaris .When 3D-Aided 2D Face Recognition Meets Deep Learning: An extended UR2D for Pose-Invariant Face Recognition .[J] arXiv preprint arXiv:1709.06532.
Timur Ibrayev, Ulan Myrzakhan, Olga Krestinskaya, Aidana Irmanova, Alex Pappachen James .On-chip Face Recognition System Design with Memristive Hierarchical Temporal Memory .[J] arXiv preprint arXiv:1709.08184.
【CoCo loss v2】Liu Y, Li H, Wang X. Rethinking feature discrimination and polymerization for large-scale recognition [J]. arXiv preprint arXiv:1710.00870, 2017.sciencefans/coco_loss) ]
Klemen Grm, Vitomir Štruc, Anais Artiges, Matthieu Caron, Hazim Kemal Ekenel .Strengths and Weaknesses of Deep Learning Models for Face Recognition Against Image Degradations .[J] arXiv preprint arXiv:1710.01494.
Wuming Zhang, Xi Zhao, Jean-Marie Morvan, Liming Chen .Improving Shadow Suppression for Illumination Robust Face Recognition .[J] arXiv preprint arXiv:1710.05073.
【Dataset】【VGGFace2】Cao Q, Shen L, Xie W, et al. Vggface2: A dataset for recognising faces across pose and age [C]//Automatic Face & Gesture Recognition (FG 2018), 2018 13th IEEE International Conference on. IEEE, 2018: 67-74.
Garrett Bingham .Random Subspace Two-dimensional LDA for Face Recognition .[J] arXiv preprint arXiv:1711.00575.
Debayan Deb, Neeta Nain, Anil K. Jain .Longitudinal Study of Child Face Recognition .[J] arXiv preprint arXiv:1711.03990.
Boris Knyazev, Roman Shvetsov, Natalia Efremova, Artem Kuharenko .Convolutional neural networks pretrained on large face recognition datasets for emotion classification from video .[J] arXiv preprint arXiv:1711.04598.
Yulong Wang, Yuan Yan Tang, Luoqing Li, Hong Chen .Modal Regression based Atomic Representation for Robust Face Recognition .[J] arXiv preprint arXiv:1711.05861.
【3D Face Recognition】Syed Zulqarnain Gilani, Ajmal Mian .Learning from Millions of 3D Scans for Large-scale 3D Face Recognition .[J] arXiv preprint arXiv:1711.05942.
İlke Çuğu, Eren Şener, Emre Akbaş .MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images .[J] arXiv preprint arXiv:1711.07011.
Qiangchang Wang, Guodong Guo, Mohammad Iqbal Nouyed .Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition .[J] arXiv preprint arXiv:1711.10103.
Adam Kortylewski, Bernhard Egger, Andreas Schneider, Thomas Gerig, Andreas Morel-Forster, Thomas Vetter .Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems .[J] arXiv preprint arXiv:1712.01619.
Qingxiang Feng, Yicong Zhou .Color Face Recognition using High-Dimension Quaternion-based Adaptive Representation .[J] arXiv preprint arXiv:1712.01642.
Teng Zhang, Arnold Wiliem, Siqi Yang, Brian C. Lovell .TV-GAN: Generative Adversarial Network Based Thermal to Visible Face Recognition .[J] arXiv preprint arXiv:1712.02514.
Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou .UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition .[J] arXiv preprint arXiv:1712.04695.
【others】Han C, Shan S, Kan M, et al. Face recognition with contrastive convolution [C]//European Conference on Computer Vision. Springer, Cham, 2018: 120-135.
Mahmood Sharif, Sruti Bhagavatula, Lujo Bauer, Michael K. Reiter .Adversarial Generative Nets: Neural Network Attacks on State-of-the-Art Face Recognition .[J] arXiv preprint arXiv:1801.00349.
Seyed Mehdi Iranmanesh, Ali Dabouei, Hadi Kazemi, Nasser M. Nasrabadi .Deep Cross Polarimetric Thermal-to-visible Face Recognition .[J] arXiv preprint arXiv:1801.01486.
Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau .Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person .[J] arXiv preprint arXiv:1801.01974.
Shahram Najam Syed, Aamir Zeb Shaikh, Shabbar Naqvi .A Novel Hybrid Biometric Electronic Voting System: Integrating Finger Print and Face Recognition .[J] arXiv preprint arXiv:1801.02430.
【Angular margin】Wang F, Cheng J, Liu W, et al. Additive margin softmax for face verification .[J] arXiv preprint arXiv:1801.05599.happynear/AMSoftmax ]
【Angular margin】Xianbiao Qi, Lei Zhang .Face Recognition via Centralized Coordinate Learning .[J] arXiv preprint arXiv:1801.05678.
【ArcFace】【Angular margin】Jiankang Deng, Jia Guo, Stefanos Zafeiriou .ArcFace: Additive Angular Margin Loss for Deep Face Recognition .[J] arXiv preprint arXiv:1801.07698.deepinsight/insightface ]
【CosFace】【Angular margin】【Tencent AI Lab】Hao Wang, Yitong Wang, Zheng Zhou, Xing Ji, Dihong Gong, Jingchao Zhou, Zhifeng Li, Wei Liu .CosFace: Large Margin Cosine Loss for Deep Face Recognition .[J] arXiv preprint arXiv:1801.09414.yule-li/CosFace ; MuggleWang/CosFace_pytorch ; YirongMao/softmax_variants ; jimeffry/face-detect-recognize ; thiago1080/CosFace ; zhangzhemin/CosFace-easyunderstand ]
S Ritika, Dattaraj Rao .Face recognition for monitoring operator shift in railways .[J] arXiv preprint arXiv:1802.01273.
Adam Kortylewski, Andreas Schneider, Thomas Gerig, Bernhard Egger, Andreas Morel-Forster, Thomas Vetter .Training Deep Face Recognition Systems with Synthetic Data .[J] arXiv preprint arXiv:1802.05891.
Maneet Singh, Shruti Nagpal, Richa Singh, Mayank Vatsa, Angshul Majumdar .MagnifyMe: Aiding Cross Resolution Face Recognition via Identity Aware Synthesis .[J] arXiv preprint arXiv:1802.08057.
Di Tang, XiaoFeng Wang, Kehuan Zhang .Query-Free Attacks on Industry-Grade Face Recognition Systems under Resource Constraints .[J] arXiv preprint arXiv:1802.09900.
Saman Bashbaghi, Eric Granger, Robert Sabourin, Mostafa Parchami .Deep Learning Architectures for Face Recognition in Video Surveillance .[J] arXiv preprint arXiv:1802.09990.
【Ring loss】Y Zheng, DK Pal, M Savvides.Ring loss: Convex Feature Normalization for Face Recognition .[J] arXiv preprint arXiv:1803.00130.Paralysis/ringloss ; YirongMao/softmax_variants ; haoxintong/Ringloss-Gluon ; vsatyakumar/Ring-Loss-Keras ]
.Unravelling Robustness of Deep Learning based Face Recognition Against Adversarial Attacks .[J] arXiv preprint arXiv:1803.00401.
K Cao, Y Rong, C Li, X Tang.Pose-Robust Face Recognition via Deep Residual Equivariant Mapping .[J] arXiv preprint arXiv:1803.00839.
.Sample-Relaxed Two-Dimensional Color Principal Component Analysis for Face Recognition and Image Reconstruction .[J] arXiv preprint arXiv:1803.03837.
.Invisible Mask: Practical Attacks on Face Recognition with Infrared .[J] arXiv preprint arXiv:1803.04683.
Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li, Wei Li, Guodong Yuan .SeqFace: Make full use of sequence information for face recognition .[J] arXiv preprint arXiv:1803.06524.
Brandon RichardWebster, So Yon Kwon, Christopher Clarizio, Samuel E. Anthony, Walter J. Scheirer .Visual Psychophysics for Making Face Recognition Algorithms More Explainable .[J] arXiv preprint arXiv:1803.07140.
Raunak Dave, Ankit Vyas, Shubham Mojidra, Prof. Nikita P. Desai .Face Recognition Techniques: A Survey .[J] arXiv preprint arXiv:1803.07288.
Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen .Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs .[J] arXiv preprint arXiv:1803.09004.
Xi Yin, Xiang Yu, Kihyuk Sohn, Xiaoming Liu, Manmohan Chandraker .Feature Transfer Learning for Deep Face Recognition with Long-Tail Data .[J] arXiv preprint arXiv:1803.09014.
Lingfeng Zhang, Pengfei Dou, Ioannis A. Kakadiaris .A Face Recognition Signature Combining Patch-based Features with Soft Facial Attributes .[J] arXiv preprint arXiv:1803.09359.
Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, Xiaoming Liu .Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition .[J] arXiv preprint arXiv:1803.11366.
Rajeev Ranjan, Ankan Bansal, Hongyu Xu, Swami Sankaranarayanan, Jun-Cheng Chen, Carlos D. Castillo, Rama Chellappa .Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition .[J] arXiv preprint arXiv:1804.01159.
Lingfeng Zhang, Pengfei Dou, Ioannis A Kakadiaris .Patch-based Face Recognition using a Hierarchical Multi-label Matcher .[J] arXiv preprint arXiv:1804.01417.
Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Mehdi Iranmanesh, Nasser M. Nasrabadi .Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition .[J] arXiv preprint arXiv:1804.03082.
【SenseTime】Liu Y, Wei F, Shao J, et al. Exploring disentangled feature representation beyond face identification [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2018: 2080-2089.
Mei Wang, Weihong Deng .Deep Face Recognition: A Survey .[J] arXiv preprint arXiv:1804.06655.
【MobileFaceNets】【Angular margin】Chen S, Liu Y, Gao X, et al. MobileFaceNets: Efficient CNNs for Accurate Real-time Face Verification on Mobile Devices [J]. arXiv preprint arXiv:1804.07573, 2018.sirius-ai/MobileFaceNet_TF ; github_search ]
Debayan Deb, Susan Wiper, Alexandra Russo, Sixue Gong, Yichun Shi, Cori Tymoszek, Anil Jain .Face Recognition: Primates in the Wild .[J] arXiv preprint arXiv:1804.08790.
Zhiyi Cheng, Xiatian Zhu, Shaogang Gong .Surveillance Face Recognition Challenge .[J] arXiv preprint arXiv:1804.09691.
Bowen Wu, Huaming Wu, Monica M.Y. Zhang .Scalable Angular Discriminative Deep Metric Learning for Face Recognition .[J] arXiv preprint arXiv:1804.10899.
Fariborz Taherkhani, Nasser M. Nasrabadi, Jeremy Dawson. A Deep Face Identification Network Enhanced by Facial Attributes Prediction .[J] arXiv preprint arXiv:1805.00324.
Ziqing Feng, Qijun Zhao .Robust Face Recognition with Deeply Normalized Depth Images .[J] arXiv preprint arXiv:1805.00406.
Bangjie Yin, Luan Tran, Haoxiang Li, Xiaohui Shen, Xiaoming Liu .Towards Interpretable Face Recognition .[J] arXiv preprint arXiv:1805.00611.
Lingfeng Zhang, Ioannis A. Kakadiaris .Fully Associative Patch-based 1-to-N Matcher for Face Recognition .[J] arXiv preprint arXiv:1805.06306.
Xin Wei, Hui Wang, Bryan Scotney, Huan Wan .Minimum Margin Loss for Deep Face Recognition .[J] arXiv preprint arXiv:1805.06741.
Yucel M K, Bilge Y C, Oguz O, et al. Wildest Faces: Face Detection and Recognition in Violent Settings [J]. arXiv preprint arXiv:1805.07566, 2018.
Alireza Sepas-Moghaddam, Mohammad A. Haque, Paulo Lobato Correia, Kamal Nasrollahi, Thomas B. Moeslund, Fernando Pereira .A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition .[J] arXiv preprint arXiv:1805.10078.
YunKun Li, XiaoJun Wu, Josef Kittler .L1-(2D)2PCANet: A Deep Learning Network for Face Recognition .[J] arXiv preprint arXiv:1805.10476.
Pei Li, Loreto Prieto, Domingo Mery, Patrick Flynn .Face Recognition in Low Quality Images: A Survey .[J] arXiv preprint arXiv:1805.11519.
Pei Li, Loreto Prieto, Domingo Mery, Patrick Flynn .Low Resolution Face Recognition in theld .[J] arXiv preprint arXiv:1805.11529.
Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang .Deep Imbalanced Learning for Face Recognition and Attribute Prediction .[J] arXiv preprint arXiv:1806.00194.
Ce Qi, Zhizhong Liu, Fei Su .Accurate and Efficient Similarity Search for Large Scale Face Recognition .[J] arXiv preprint arXiv:1806.00365.
Jianzhu Guo, Xiangyu Zhu, Zhen Lei, Stan Z. Li .Face Synthesis for Eyeglass-Robust Face Recognition .[J] arXiv preprint arXiv:1806.01196.
Xiangyu Zhu, Hao Liu, Zhen Lei, Hailin Shi, Fan Yang, Dong Yi, Stan Z. Li .Large-scale Bisample Learning on ID vs. Spot Face Recognition .[J] arXiv preprint arXiv:1806.03018.
Md Ashraful Alam Milton .Evaluation of Momentum Diverse Input Iterative Fast Gradient Sign Method (M-DI2-FGSM) Based Attack Method on MCS 2018 Adversarial Attacks on Black Box Face Recognition System .[J] arXiv preprint arXiv:1806.08970.
Jelena Milosevic, Dexmont Pena, Andrew Forembsky, David Moloney, Miroslaw Malek .It All Matters: Reporting Accuracy, Inference Time and Power Consumption for Face Emotion Recognition on Embedded Systems .[J] arXiv preprint arXiv:1807.00046.
I Gede Pasek Suta Wijaya .Face Recognition Using Map Discriminant on YCbCr Color Space .[J] arXiv preprint arXiv:1807.02135.
Daniel C. Castro, Sebastian Nowozin .From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data .[J] arXiv preprint arXiv:1807.07872.
Alessandro Calefati, Muhammad Kamran Janjua, Shah Nawaz, Ignazio Gallo .Git Loss for Deep Face Recognition .[J] arXiv preprint arXiv:1807.08512.
Weidi Xie, Andrew Zisserman .Multicolumn Networks for Face Recognition .[J] arXiv preprint arXiv:1807.09192.
Fei Wang, Liren Chen, Cheng Li, Shiyao Huang, Yanjie Chen, Chen Qian, Chen Change Loy .The Devil of Face Recognition is in the Noise .[J] arXiv preprint arXiv:1807.11649.
Seyed Mehdi Iranmanesh, Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Nasser M. Nasrabadi .Deep Sketch-Photo Face Recognition Assisted by Facial Attributes .[J] arXiv preprint arXiv:1808.00059.
Sheng Chen, Jia Guo, Yang Liu, Xiang Gao, Zhen Han .Global Norm-Aware Pooling for Pose-Robust Face Recognition at Low False Positive Rate .[J] arXiv preprint arXiv:1808.00435.
【Pairwise Relation Network】Bong-Nam Kang, Yonghyun Kim, Daijin Kim .Pairwise Relational Networks for Face Recognition .[J] arXiv preprint arXiv:1808.04976.
【GridFace】Zhou E, Cao Z, Sun J. GridFace: Face Rectification via Learning Local Homography Transformations [J]. arXiv preprint arXiv:1808.06210, 2018.
Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Haochong Lan, Fang Zhao, Lin Xiong, Yan Xu, Jianshu Li, Sugiri Pranata, Shengmei Shen, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng .Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition .[J] arXiv preprint arXiv:1809.00338.
Xiaohang Zhan, Ziwei Liu, Junjie Yan, Dahua Lin, Chen Change Loy .Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition .[J] arXiv preprint arXiv:1809.01407.
Xiang Wu, Huaibo Huang, Vishal M. Patel, Ran He, Zhenan Sun .Disentangled Variational Representation for Heterogeneous Face Recognition .[J] arXiv preprint arXiv:1809.01936.
Saumya Kumaar, Abhinandan Dogra, Abrar Majeedi, Hanan Gani, Ravi M. Vishwanath, S N Omkar .A Supervised Learning Methodology for Real-Time Disguised Face Recognition in the Wild .[J] arXiv preprint arXiv:1809.02875.
Jacek Komorowski, Przemyslaw Rokita .Face Recognition Based on Sequence of Images .[J] arXiv preprint arXiv:1809.11069.
Shiv Ram Dubey, Snehasis Mukherjee .A Multi-Face Challenging Dataset for Robust Face Recognition .[J] arXiv preprint arXiv:1810.01898.
Wesley Ramos dos Santos, Ivandre Paraboni .Personality facets recognition from text .[J] arXiv preprint arXiv:1810.02980.
Yitong Wang, Dihong Gong, Zheng Zhou, Xing Ji, Hao Wang, Zhifeng Li, Wei Liu, Tong Zhang .Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition .[J] arXiv preprint arXiv:1810.07599.
Yang Tan, Hongxin Lin, Zelin Xiao, Shengyong Ding, Hongyang Chao .Face Recognition from Sequential Sparse 3D data via Deep Registration .[J] arXiv preprint arXiv:1810.09658.
Yujie Zhong, Relja Arandjelović, Andrew Zisserman .GhostVLAD for set-based face recognition .[J] arXiv preprint arXiv:1810.09951.
Hsin-Rung Chou, Jia-Hong Lee, Yi-Ming Chan, Chu-Song Chen .Data-specific Adaptive Threshold for Face Recognition and Authentication .[J] arXiv preprint arXiv:1810.11160.
Daniel Sáez Trigueros, Li Meng, Margaret Hartnett .Face Recognition: From Traditional to Deep Learning Methods .[J] arXiv preprint arXiv:1811.00116.
Caroline Werther, Morgan Ferguson, Kevin Park, Troy Kling, Cuixian Chen, Yishi Wang .Gender Effect on Face Recognition for a Large Longitudinal Database .[J] arXiv preprint arXiv:1811.03680.
Vishal Agarwal .Deep Face Quality Assessment .[J] arXiv preprint arXiv:1811.04346.
Ahmed ElSayed, Elif Kongar, Ausif Mahmood, Tarek Sobh, Terrance Boult .Neural Generative Models for 3D Faces with Application in 3D Texture Free Face Recognition .[J] arXiv preprint arXiv:1811.04358.
Kaushal Bhogale, Nishant Shankar, Adheesh Juvekar, Asutosh Padhi .Face Verification and Forgery Detection for Ophthalmic Surgery Images .[J] arXiv preprint arXiv:1811.06194.
Bong-Nam Kang, Yonghyun Kim, Daijin Kim .Pairwise Relational Networks using Local Appearance Features for Face Recognition .[J] arXiv preprint arXiv:1811.06405.
Benjamin Yip, Garrett Bingham, Katherine Kempfert, Jonathan Fabish, Troy Kling, Cuixian Chen, Yishi Wang .Preliminary Studies on a Large Face Database .[J] arXiv preprint arXiv:1811.06446.
Benjamin Yip, Rachel Towner, Troy Kling, Cuixian Chen, Yishi Wang .Image Pre-processing Using OpenCV Library on MORPH-II Face Database .[J] arXiv preprint arXiv:1811.06934.
Yang Li, Sangwhan Cha .Implementation of Robust Face Recognition System Using Live Video Feed Based on CNN .[J] arXiv preprint arXiv:1811.07339.
Daniel C. Castro, Sebastian Nowozin .Contextual Face Recognition with a Nested-Hierarchical Nonparametric Identity Model .[J] arXiv preprint arXiv:1811.07753.
Chaorong Li, Huang Wei, Huafu Chen .LGLG-WPCA: An Effective Texture-based Method for Face Recognition .[J] arXiv preprint arXiv:1811.08345.
Maneet Singh, Richa Singh, Mayank Vatsa, Nalini Ratha, Rama Chellappa .Recognizing Disguised Faces in the Wild .[J] arXiv preprint arXiv:1811.08837.
Zhiyi Cheng, Xiatian Zhu, Shaogang Gong .Low-Resolution Face Recognition .[J] arXiv preprint arXiv:1811.08965.
Luo Jiang, Juyong Zhang, Bailin Deng .Robust RGB-D Face Recognition Using Attribute-Aware Loss .[J] arXiv preprint arXiv:1811.09847.
Shiming Ge, Shengwei Zhao, Chenyu Li, Jia Li .Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation .[J] arXiv preprint arXiv:1811.09998.
【MobiFace】Chi Nhan Duong, Kha Gia Quach, Ngan Le, Nghia Nguyen, Khoa Luu .MobiFace: A Lightweight Deep Learning Face Recognition on Mobile Devices .[J] arXiv preprint arXiv:1811.11080.Mobile_Face_Tracking ]
Vidya Muthukumar, Tejaswini Pedapati, Nalini Ratha, Prasanna Sattigeri, Chai-Wah Wu, Brian Kingsbury, Abhishek Kumar, Samuel Thomas, Aleksandra Mojsilovic, Kush R. Varshney .Understanding Unequal Gender Classification Accuracy from Face Images .[J] arXiv preprint arXiv:1812.00099.
【Dataset】Mei Wang, Weihong Deng, Jiani Hu, Jianteng Peng, Xunqiang Tao, Yaohai Huang .Racial Faces in-the-Wild: Reducing Racial Bias by Deep Unsupervised Domain Adaptation .[J] arXiv preprint arXiv:1812.00194.
Jingxiao Zheng, Rajeev Ranjan, Ching-Hui Chen, Jun-Cheng Chen, Carlos D. Castillo, Rama Chellappa .An Automatic System for Unconstrained Video-Based Face Recognition .[J] arXiv preprint arXiv:1812.04058.
Nesrine Grati, Achraf Ben-Hamadou, Mohamed Hammami .Discriminant Patch Representation for RGB-D Face Recognition Using Convolutional Neural Networks .[J] arXiv preprint arXiv:1812.06829.
Ayush Tewari, Florian Bernard, Pablo Garrido, Gaurav Bharaj, Mohamed Elgharib, Hans-Peter Seidel, Patrick Pérez, Michael Zollhöfer, Christian Theobalt .FML: Face Model Learning from Videos .[J] arXiv preprint arXiv:1812.07603.
Pavel Korshunov, Sebastien Marcel .DeepFakes: a New Threat to Face Recognition? Assessment and Detection .[J] arXiv preprint arXiv:1812.08685.
Trung Nguyen, Barth Lakshmanan, Weihua Sheng .A Smart Security System with Face Recognition .[J] arXiv preprint arXiv:1812.09127.
Matthew Q. Hill (1), Connor J. Parde (1), Carlos D. Castillo (2), Y. Ivette Colon (1), Rajeev Ranjan (2), Jun-Cheng Chen (2), Volker Blanz (3), Alice J. O'Toole (1) ((1) The University of Texas at Dallas, (2) University of Maryland, (3) University of Siegen) .Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed .[J] arXiv preprint arXiv:1812.10902.
Xiaobo Wang, Shuo Wang, Shifeng Zhang, Tianyu Fu, Hailin Shi, Tao Mei .Support Vector Guided Softmax Loss for Face Recognition .[J] arXiv preprint arXiv:1812.11317.
Mehryar Emambakhsh, Adrian Evans .Nasal Patches and Curves for Expression-robust 3D Face Recognition .[J] arXiv preprint arXiv:1901.00206.
Alireza Sepas-Moghaddam, Fernando Pereira, Paulo Lobato Correia .Face Recognition: A Novel Multi-Level Taxonomy based Survey .[J] arXiv preprint arXiv:1901.00713.
Yang Li, Sangwhan Cha .Face Recognition System .[J] arXiv preprint arXiv:1901.02452.
Thrupthi Ann John, Isha Dua, Vineeth N Balasubramanian, C. V. Jawahar .Low-Cost Transfer Learning of Face Tasks .[J] arXiv preprint arXiv:1901.02675.
Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey .A Performance Comparison of Loss Functions for Deep Face Recognition .[J] arXiv preprint arXiv:1901.05903.
Xiang Xu, Ioannis A. Kakadiaris .Open Source Face Recognition Performance Evaluation Package .[J] arXiv preprint arXiv:1901.09447.
【Dataset】Michele Merler, Nalini Ratha, Rogerio S. Feris, John R. Smith .Diversity in Faces .[J] arXiv preprint arXiv:1901.10436.
Aythami Morales, Julian Fierrez, Ruben Vera-Rodriguez .SensitiveNets: Learning Agnostic Representations with Application to Face Recognition .[J] arXiv preprint arXiv:1902.00334.
【Suvery】Stephen Balaban .Deep learning and face recognition: the state of the art .[J] arXiv preprint arXiv:1902.03524.
Ran He, Jie Cao, Lingxiao Song, Zhenan Sun, Tieniu Tan .Cross-spectral Face Completion for NIR-VIS Heterogeneous Face Recognition .[J] arXiv preprint arXiv:1902.03565.
Alex Santana dos Santos, Marcos Eduardo Valle .Max-C and Min-D Projection Autoassociative Fuzzy Morphological Memories: Theory and Applications for Face Recognition .[J] arXiv preprint arXiv:1902.04144.
Jian Zhao, Jianshu Li, Xiaoguang Tu, Fang Zhao, Yuan Xin, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng .Multi-Prototype Networks for Unconstrained Set-based Face Recognition .[J] arXiv preprint arXiv:1902.04755.
Slavko Kovacevic, Vuko Djaletic, Jelena Vukovic .Face Recognition using Compressive Sensing .[J] arXiv preprint arXiv:1902.05388.
Chen Change Loy, Dahua Lin, Wanli Ouyang, Yuanjun Xiong, Shuo Yang, Qingqiu Huang, Dongzhan Zhou, Wei Xia, Quanquan Li, Ping Luo, Junjie Yan, Jianfeng Wang, Zuoxin Li, Ye Yuan, Boxun Li, Shuai Shao, Gang Yu, Fangyun Wei, Xiang Ming, Dong Chen, Shifeng Zhang, Cheng Chi, Zhen Lei, Stan Z. Li, Hongkai Zhang, Bingpeng Ma, Hong Chang, Shiguang Shan, Xilin Chen, Wu Liu, Boyan Zhou, Huaxiong Li, Peng Cheng, Tao Mei, Artem Kukharenko, Artem Vasenin, Nikolay Sergievskiy, Hua Yang, Liangqi Li, Qiling Xu, Yuan Hong, Lin Chen, Mingjun Sun, Yirong Mao, Shiying Luo, Yongjun Li, Ruiping Wang, Qiaokang Xie, Ziyang Wu, Lei Lu, Yiheng Liu, Wengang Zhou .WIDER Face and Pedestrian Challenge 2018: Methods and Results .[J] arXiv preprint arXiv:1902.06854.
Sixue Gong, Yichun Shi, Nathan D. Kalka, Anil K. Jain .Video Face Recognition: Component-wise Feature Aggregation Network (C-FAN) .[J] arXiv preprint arXiv:1902.07327.
Sumit Agarwal, Harshit S. Sikchi, Suparna Rooj, Shubhobrata Bhattacharya, Aurobinda Routray .Illumination-invariant Face recognition by fusing thermal and visual images via gradient transfer .[J] arXiv preprint arXiv:1902.08802.
Qingyan Duan, Lei Zhang .BoostGAN for Occlusive Profile Face Frontalization and Recognition .[J] arXiv preprint arXiv:1902.09782.
Anubha Pearline.S, Hemalatha.M .Face Recognition Under Varying Blur, Illumination and Expression in an Unconstrained Environment .[J] arXiv preprint arXiv:1902.10885.
Yule Li .MassFace: an efficient implementation using triplet loss for face recognition .[J] arXiv preprint arXiv:1902.11007.
Yuhang Wu, Ioannis A. Kakadiaris .Occlusion-guided compact template learning for ensemble deep network-based pose-invariant face recognition .[J] arXiv preprint arXiv:1903.04752.
Zhe Chen, Xiao-Jun Wu, Josef Kittler .Fisher Discriminative Least Square Regression with Self-Adaptive Weighting for Face Recognition .[J] arXiv preprint arXiv:1903.07833.
Zhe Chen, Xiao-Jun Wu, Josef Kittler .Non-negative representation based discriminative dictionary learning for face recognition .[J] arXiv preprint arXiv:1903.07836.
Chaoyou Fu, Xiang Wu, Yibo Hu, Huaibo Huang, Ran He .Dual Variational Generation for Low-Shot Heterogeneous Face Recognition .[J] arXiv preprint arXiv:1903.10203.
Wei Hu, Yangyu Huang, Fan Zhang, Ruirui Li .Noise-Tolerant Paradigm for Training Face Recognition CNNs .[J] arXiv preprint arXiv:1903.10357.
Face(Facial) Attribute && Face(Facial) Analysis
Yang Zhong, Josephine Sullivan, Haibo Li .Leveraging Mid-Level Deep Representations For Predicting Face Attributes in the Wild .[J] arXiv preprint arXiv:1602.01827.
Yang Zhong, Josephine Sullivan, Haibo Li .Face Attribute Prediction Using Off-the-Shelf CNN Features .[J] arXiv preprint arXiv:1602.03935.
Ethan Rudd, Manuel Günther, Terrance Boult .MOON: A Mixed Objective Optimization Network for the Recognition of Facial Attributes .[J] arXiv preprint arXiv:1603.07027.
Karan Sikka, Gaurav Sharma, Marian Bartlett .LOMo: Latent Ordinal Model for Facial Analysis in Videos .[J] arXiv preprint arXiv:1604.01500.
N. S. Lakshmiprabha .Fusing Face and Periocular biometrics using Canonical correlation analysis .[J] arXiv preprint arXiv:1604.01683.
N. S. Lakshmiprabha .Face Image Analysis using AAM, Gabor, LBP and WD features for Gender, Age, Expression and Ethnicity Classification .[J] arXiv preprint arXiv:1604.01684.
Stefanos Eleftheriadis, Ognjen Rudovic, Marc P. Deisenroth, Maja Pantic .Gaussian Process Domain Experts for Model Adaptation in Facial Behavior Analysis .[J] arXiv preprint arXiv:1604.02917.
Jing Wang, Yu Cheng, Rogerio Schmidt Feris .Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data .[J] arXiv preprint arXiv:1604.06433.
Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult .Are Facial Attributes Adversarially Robust? .[J] arXiv preprint arXiv:1605.05411.
Mehdi Ghayoumi, Arvind K Bansal .Unifying Geometric Features and Facial Action Units for Improved Performance of Facial Expression Analysis .[J] arXiv preprint arXiv:1606.00822.
Tobi Baumgartner, Jack Culpepper .Deep Architectures for Face Attributes .[J] arXiv preprint arXiv:1609.09018.
Mu Li, Wangmeng Zuo, David Zhang .Deep Identity-aware Transfer of Facial Attributes .[J] arXiv preprint arXiv:1610.05586.
Binod Bhattarai, Gaurav Sharma, Frederic Jurie .Deep fusion of visual signatures for client-server facial analysis .[J] arXiv preprint arXiv:1611.00142.
Rajeev Ranjan, Swami Sankaranarayanan, Carlos D. Castillo, Rama Chellappa .An All-In-One Convolutional Neural Network for Face Analysis .[J] arXiv preprint arXiv:1611.00851.
Minchul Shin, Munsang Kim, Dong-Soo Kwon .Baseline CNN structure analysis for facial expression recognition .[J] arXiv preprint arXiv:1611.04251.
Manuel Günther, Andras Rozsa, Terrance E. Boult .AFFACT - Alignment-Free Facial Attribute Classification Technique .[J] arXiv preprint arXiv:1611.06158.
Wei Shen, Rujie Liu .Learning Residual Images for Face Attribute Manipulation .[J] arXiv preprint arXiv:1612.05363.
Michel F. Valstar, Enrique Sánchez-Lozano, Jeffrey F. Cohn, László A. Jeni, Jeffrey M. Girard, Zheng Zhang, Lijun Yin, Maja Pantic .FERA 2017 - Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge .[J] arXiv preprint arXiv:1702.04174.
Weidong Yin, Yanwei Fu, Leonid Sigal, Xiangyang Xue .Semi-Latent GAN: Learning to generate and modify facial images from attributes .[J] arXiv preprint arXiv:1704.02166.
Mahdi M. Kalayeh, Boqing Gong, Mubarak Shah .Improving Facial Attribute Prediction using Semantic Segmentation .[J] arXiv preprint arXiv:1704.08740.
Hu Han, Anil K. Jain, Fang Wang, Shiguang Shan, Xilin Chen .Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach .[J] arXiv preprint arXiv:1706.00906.
Keke He, Yanwei Fu, Xiangyang Xue .A Jointly Learned Deep Architecture for Facial Attribute Analysis and Face Detection in the Wild .[J] arXiv preprint arXiv:1707.08705.
Hui Ding, Hao Zhou, Shaohua Kevin Zhou, Rama Chellappa .A Deep Cascade Network for Unaligned Face Attribute Classification .[J] arXiv preprint arXiv:1709.03851.
Zhenliang He, Wangmeng Zuo, Meina Kan, Shiguang Shan, Xilin Chen .Arbitrary Facial Attribute Editing: Only Change What You Want .[J] arXiv preprint arXiv:1711.10678.
Ziqiang Zheng, Zhibin Yu, Haiyong Zheng, Chao Wang, Nan Wang .Pipeline Generative Adversarial Networks for Facial Images Generation with Multiple Attributes .[J] arXiv preprint arXiv:1711.10742.
Stylianos Moschoglou, Evangelos Ververas, Yannis Panagakis, Mihalis Nicolaou, Stefanos Zafeiriou .Multi-Attribute Robust Component Analysis for Facial UV Maps .[J] arXiv preprint arXiv:1712.05799.
Andras Rozsa, Manuel Günther, Ethan M. Rudd, Terrance E. Boult .Facial Attributes: Accuracy and Adversarial Robustness .[J] arXiv preprint arXiv:1801.02480.
Upal Mahbub, Sayantan Sarkar, Rama Chellappa .Segment-based Methods for Facial Attribute Detection from Partial Faces .[J] arXiv preprint arXiv:1801.03546.
Mengtian Li, Laszlo Jeni, Deva Ramanan .Brute-Force Facial Landmark Analysis With A 140,000-Way Classifier .[J] arXiv preprint arXiv:1802.01777.
Ligang Zhang, Brijesh Verma, Dian Tjondronegoro, Vinod Chandran .Facial Expression Analysis under Partial Occlusion: A Survey .[J] arXiv preprint arXiv:1802.08784.
.Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis .[J] arXiv preprint arXiv:1803.00907.
Xiaofang Wang, Guoqiang Xiang, Xinyue Zhang, Wei Wei .Image Registration Based Flicker Solving in Video Face Replacement and Analysis Based Sub-pixel Image Registration .[J] arXiv preprint arXiv:1803.05851.
Akshay Sethi, Maneet Singh, Richa Singh, Mayank Vatsa .Residual Codean Autoencoder for Facial Attribute Analysis .[J] arXiv preprint arXiv:1803.07386.
Lingfeng Zhang, Pengfei Dou, Ioannis A. Kakadiaris .A Face Recognition Signature Combining Patch-based Features with Soft Facial Attributes .[J] arXiv preprint arXiv:1803.09359.
Taihong Xiao, Jiapeng Hong, Jinwen Ma .ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes .[J] arXiv preprint arXiv:1803.10562.
Mingxing Duan, Kenli Li, Qi Tian .A Novel Multi-Task Tensor Correlation Neural Network for Facial Attribute Prediction .[J] arXiv preprint arXiv:1804.02810.
Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Mehdi Iranmanesh, Nasser M. Nasrabadi .Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition .[J] arXiv preprint arXiv:1804.03082.
Ruoqi Sun, Chen Huang, Jianping Shi, Lizhuang Ma .Mask-aware Photorealistic Face Attribute Manipulation .[J] arXiv preprint arXiv:1804.08882.
Fariborz Taherkhani, Nasser M. Nasrabadi, Jeremy Dawson .A Deep Face Identification Network Enhanced by Facial Attributes Prediction .[J] arXiv preprint arXiv:1805.00324.
Feng Zhou, Shu Kong, Charless Fowlkes, Tao Chen, Baiying Lei .Fine-Grained Facial Expression Analysis Using Dimensional Emotion Model .[J] arXiv preprint arXiv:1805.01024.
Ni Zhuang, Yan Yan, Si Chen, Hanzi Wang, Chunhua Shen .Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification .[J] arXiv preprint arXiv:1805.01282.
Ni Zhuang, Yan Yan, Si Chen, Hanzi Wang .Multi-task Learning of Cascaded CNN for Facial Attribute Classification .[J] arXiv preprint arXiv:1805.01290.
Walied Merghani, Adrian K. Davison, Moi Hoon Yap .A Review on Facial Micro-Expressions Analysis: Datasets, Features and Metrics .[J] arXiv preprint arXiv:1805.02397.
Jichao Zhang, Yezhi Shu, Songhua Xu, Gongze Cao, Fan Zhong, Xueying Qin .Sparsely Grouped Multi-task Generative Adversarial Networks for Facial Attribute Manipulation .[J] arXiv preprint arXiv:1805.07509.
Xudong Liu, Guodong Guo .Attributes in Multiple Facial Images .[J] arXiv preprint arXiv:1805.09203.
Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta .Anonymizing k-Facial Attributes via Adversarial Perturbations .[J] arXiv preprint arXiv:1805.09380.
Chen Huang, Yining Li, Chen Change Loy, Xiaoou Tang .Deep Imbalanced Learning for Face Recognition and Attribute Prediction .[J] arXiv preprint arXiv:1806.00194.
Yee-Hui Oh, John See, Anh Cat Le Ngo, Raphael Chung-Wei Phan, Vishnu Monn Baskaran .A Survey of Automatic Facial Micro-expression Analysis: Databases, Methods and Challenges .[J] arXiv preprint arXiv:1806.05781.
Evgeny Izutov .High Diversity Attribute Guided Face Generation with GANs .[J] arXiv preprint arXiv:1806.10982.
Omid Mohamad Nezami, Mark Dras, Peter Anderson, Len Hamey .Face-Cap: Image Captioning using Facial Expression Analysis .[J] arXiv preprint arXiv:1807.02250.
Charlie Hewitt, Hatice Gunes .CNN-based Facial Affect Analysis on Mobile Devices .[J] arXiv preprint arXiv:1807.08775.
Seyed Mehdi Iranmanesh, Hadi Kazemi, Sobhan Soleymani, Ali Dabouei, Nasser M. Nasrabadi .Deep Sketch-Photo Face Recognition Assisted by Facial Attributes .[J] arXiv preprint arXiv:1808.00059.
Mina Bishay, Petar Palasek, Stefan Priebe, Ioannis Patras .SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial Behaviour Analysis .[J] arXiv preprint arXiv:1808.02531.
Olivia Wiles, A. Sophia Koepke, Andrew Zisserman .Self-supervised learning of a facial attribute embedding from video .[J] arXiv preprint arXiv:1808.06882.
Janne Tommola, Pedram Ghazi, Bishwo Adhikari, Heikki Huttunen .Real Time System for Facial Analysis .[J] arXiv preprint arXiv:1809.05474.
Yunfan Liu, Qi Li, Zhenan Sun .Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.06647.
Yan Zhang, Li Sun .Exploring Correlations in Multiple Facial Attributes through Graph Attention Network .[J] arXiv preprint arXiv:1810.09162.
Naima Otberdout, Anis Kacem, Mohamed Daoudi, Lahoucine Ballihi, Stefano Berretti .Automatic Analysis of Facial Expressions Based on Deep Covariance Trajectories .[J] arXiv preprint arXiv:1810.11392.
Zahra Sadeghi .Conceptual Content in Deep Convolutional Neural Networks: An analysis into multi-faceted properties of neurons .[J] arXiv preprint arXiv:1811.00161.
Jiaxu Zuo, Tom Gedeon, Zhenyue Qin .Your Eyes Say You're Lying: An Eye Movement Pattern Analysis for Face Familiarity and Deceptive Cognition .[J] arXiv preprint arXiv:1811.03401.
Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou .Generating faces for affect analysis .[J] arXiv preprint arXiv:1811.05027.
Adam Kortylewski, Mario Wieser, Andreas Morel-Forster, Aleksander Wieczorek, Sonali Parbhoo, Volker Roth, Thomas Vetter .Informed MCMC with Bayesian Neural Networks for Facial Image Analysis .[J] arXiv preprint arXiv:1811.07969.
Luo Jiang, Juyong Zhang, Bailin Deng .Robust RGB-D Face Recognition Using Attribute-Aware Loss .[J] arXiv preprint arXiv:1811.09847.
Weidong Yin, Ziwei Liu, Chen Change Loy .Instance-level Facial Attributes Transfer with Geometry-Aware Flow .[J] arXiv preprint arXiv:1811.12670.
Jie Cai, Zibo Meng, Ahmed Shehab Khan, Zhiyuan Li, James O'Reilly, Yan Tong .Probabilistic Attribute Tree in Convolutional Neural Networks for Facial Expression Recognition .[J] arXiv preprint arXiv:1812.07067.
Xin Zheng, Yanqing Guo, Huaibo Huang, Yi Li, Ran He .A Survey to Deep Facial Attribute Analysis .[J] arXiv preprint arXiv:1812.10265.
Rafal Pilarczyk, Xin Chang, Wladyslaw Skarbek .Human Face Expressions from Images - 2D Face Geometry and 3D Face Local Motion versus Deep Neural Features .[J] arXiv preprint arXiv:1901.11179.
Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo .Additional Baseline Metrics for the paper "Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification" .[J] arXiv preprint arXiv:1902.03804.
Youngkyoon Jang, Hatice Gunes, Ioannis Patras .Registration-free Face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild .[J] arXiv preprint arXiv:1902.04042.
Natalia Martinez, Martin Bertran, Guillermo Sapiro, Hau-Tieng Wu .Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video .[J] arXiv preprint arXiv:1902.05194.
Guiying Zhang, Yuxin Cui, Yong Zhao, Jianjun Hu .ComplexFace: a Multi-Representation Approach for Image Classification with Small Dataset .[J] arXiv preprint arXiv:1902.07902.
Prithviraj Dhar, Carlos D. Castillo, Rama Chellappa .On measuring the iconicity of a face .[J] arXiv preprint arXiv:1903.01581.
Reo Ogusu, Takao Yamanaka .LPM: Learnable Pooling Module for Efficient Full-Face Gaze Estimation .[J] arXiv preprint arXiv:1903.05761.
Piotraschke M, Blanz V. Automated 3d face reconstruction from multiple images using quality measures [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 3418-3427.
Bolkart T, Wuhrer S. A robust multilinear model learning framework for 3d faces [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4911-4919.
Roth J, Tong Y, Liu X. Adaptive 3D face reconstruction from unconstrained photo collections [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 4197-4206.
Booth J, Roussos A, Zafeiriou S, et al. A 3d morphable model learnt from 10,000 faces [C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016: 5543-5552.
Elad Richardson, Matan Sela, Ron Kimmel .3D Face Reconstruction by Learning from Synthetic Data .[J] arXiv preprint arXiv:1609.04387.
Elad Richardson, Matan Sela, Roy Or-El, Ron Kimmel .Learning Detailed Face Reconstruction from a Single Image .[J] arXiv preprint arXiv:1611.05053.
【3DMM-CNN】Tran A T, Hassner T, Masi I, et al. Regressing robust and discriminative 3D morphable models with a very deep neural network [C]//Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on. IEEE, 2017: 1493-1502.
【3D Face Morphable Models "In-the-Wild"】Booth J, Antonakos E, Ploumpis S, et al. 3D face morphable models “in-the-wild” [C]//Proceedings of the IEEE Conference on ComputerVision and Pattern Recognition. 2017.
Xi Peng, Xiang Yu, Kihyuk Sohn, Dimitris Metaxas, Manmohan Chandraker .Reconstruction-Based Disentanglement for Pose-invariant Face Recognition .[J] arXiv preprint arXiv:1702.03041.
Luo Jiang, Juyong Zhang, Bailin Deng, Hao Li, Ligang Liu .3D Face Reconstruction with Geometry Details from a Single Image .[J] arXiv preprint arXiv:1702.05619.
Guangcan Mai, Kai Cao, Pong C. Yuen, Anil K. Jain .On the Reconstruction of Deep Face Templates .[J] arXiv preprint arXiv:1703.00832.
【VRN】Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos .Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression .[J] arXiv preprint arXiv:1703.07834.AaronJackson/vrn ]
【MoFA】Ayush Tewari, Michael Zollhöfer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Pérez, Christian Theobalt .MoFA: Model-based Deep Convolutional Face Autoencoder for Unsupervised Monocular Reconstruction .[J] arXiv preprint arXiv:1703.10580.
【UH-E2FAR】Pengfei Dou, Shishir K. Shah, Ioannis A. Kakadiaris .End-to-end 3D face reconstruction with deep neural networks .[J] arXiv preprint arXiv:1704.05020.
【3DFaceNet】Yudong Guo, Juyong Zhang, Jianfei Cai, Boyi Jiang, Jianmin Zheng .3DFaceNet: Real-time Dense Face Reconstruction via Synthesizing Photo-realistic Face Images .[J] arXiv preprint arXiv:1708.00980.
Feng Liu, Qijun Zhao, Xiaoming Liu, Dan Zeng .Joint Face Alignment and 3D Face Reconstruction with Application to Face Recognition .[J] arXiv preprint arXiv:1708.02734.
【3DMM-STN】Bas A, Huber P, Smith W A P, et al. 3d morphable models as spatial transformer networks [C]//Proc. ICCV Workshop on Geometry Meets Deep Learning. 2017: 904-912.
Mingtao Feng, Syed Zulqarnain Gilani, Yaonan Wang, Ajmal Mian .3D Face Reconstruction from Light Field Images: A Model-free Approach .[J] arXiv preprint arXiv:1711.05953.
Giuseppe Sellaroli .An algorithm to reconstruct convex polyhedra from their face normals and areas .[J] arXiv preprint arXiv:1712.00825.
Ayush Tewari, Michael Zollhöfer, Pablo Garrido, Florian Bernard, Hyeongwoo Kim, Patrick Pérez, Christian Theobalt .Self-supervised Multi-level Face Model Learning for Monocular Reconstruction at over 250 Hz .[J] arXiv preprint arXiv:1712.02859.
Anh Tuan Tran, Tal Hassner, Iacopo Masi, Eran Paz, Yuval Nirkin, Gerard Medioni .Extreme 3D Face Reconstruction: Seeing Through Occlusions .[J] arXiv preprint arXiv:1712.05083.
A.V. Vasev, M.A. Putyato, V.V. Preobrazhenskii .Some aspects of diffracted waves formation at RHEED on a reconstructed crystal face .[J] arXiv preprint arXiv:1712.05585.
【Multi-View RNN】Dou P, Kakadiaris I A. Multi-view 3D face reconstruction with deep recurrent neural networks [J]. Image and Vision Computing, 2018, 80: 80-91.
【others】Fan Z, Hu X, Chen C, et al. Dense Semantic and Topological Correspondence of 3D Faces without Landmarks [C]//Proceedings of the European Conference on Computer Vision (ECCV). 2018: 523-539.
Gholamreza Anbarjafari, Rain Eric Haamer, Iiris Lusi, Toomas Tikk, Lembit Valgma .3D Face Reconstruction with Region Based Best Fit Blending Using Mobile Phone for Virtual Reality Based Social Media .[J] arXiv preprint arXiv:1801.01089.
.Sample-Relaxed Two-Dimensional Color Principal Component Analysis for Face Recognition and Image Reconstruction .[J] arXiv preprint arXiv:1803.03837.
Zhen-Hua Feng, Patrik Huber, Josef Kittler, Peter Hancock, Xiao-Jun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch .Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild .[J] arXiv preprint arXiv:1803.05536.
Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou .Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network .[J] arXiv preprint arXiv:1803.07835.
Feng Liu, Ronghang Zhu, Dan Zeng, Qijun Zhao, Xiaoming Liu .Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition .[J] arXiv preprint arXiv:1803.11366.
【COMA】Ranjan A, Bolkart T, Sanyal S, et al. Generating 3D faces using Convolutional Mesh Autoencoders [J]. arXiv preprint arXiv:1807.10267, 2018.anuragranj/coma ]
Nikolai Chinaev, Alexander Chigorin, Ivan Laptev .MobileFace: 3D Face Reconstruction with Efficient CNN Regression .[J] arXiv preprint arXiv:1809.08809.
Rufin VanRullen, Leila Reddy .Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks .[J] arXiv preprint arXiv:1810.03856.
Lei Jiang, XiaoJun Wu, Josef Kittler .Pose Invariant 3D Face Reconstruction .[J] arXiv preprint arXiv:1811.05295.
Yifan Xing, Rahul Tewari, Paulo R. S. Mendonca .A Self-Supervised Bootstrap Method for Single-Image 3D Face Reconstruction .[J] arXiv preprint arXiv:1812.05806.
Minh Ngô, Burak Mandira, Selim Fırat Yılmaz, Ward Heij, Sezer Karaoglu, Henri Bouma, Hamdi Dibeklioglu, Theo Gevers .Deception Detection by 2D-to-3D Face Reconstruction from Videos .[J] arXiv preprint arXiv:1812.10558.
Feng Liu, Luan Tran, Xiaoming Liu .3D Face Modeling from Diverse Raw Scan Data .[J] arXiv preprint arXiv:1902.04943.
Baris Gecer, Stylianos Ploumpis, Irene Kotsia, Stefanos Zafeiriou .GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction .[J] arXiv preprint arXiv:1902.05978.
Sarah Alotaibi, William A. P. Smith .Decomposing multispectral face images into diffuse and specular shading and biophysical parameters .[J] arXiv preprint arXiv:1902.06557.
Zi-Hang Jiang, Qianyi Wu, Keyu Chen, Juyong Zhang .Disentangled Representation Learning for 3D Face Shape .[J] arXiv preprint arXiv:1902.09887.
Stylianos Ploumpis, Haoyang Wang, Nick Pears, William A. P. Smith, Stefanos Zafeiriou .Combining 3D Morphable Models: A Large scale Face-and-Head Model .[J] arXiv preprint arXiv:1903.03785.
Yu Deng, Jiaolong Yang, Sicheng Xu, Dong Chen, Yunde Jia, Xin Tong .Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set .[J] arXiv preprint arXiv:1903.08527.
Xiaoguang Tu, Jian Zhao, Zihang Jiang, Yao Luo, Mei Xie, Yang Zhao, Linxiao He, Zheng Ma, Jiashi Feng .Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning .[J] arXiv preprint arXiv:1903.09359.
E.R. Gast, Michael S. Lew .A Framework for Real-Time Face and Facial Feature Tracking using Optical Flow Pre-estimation and Template Tracking .[J] arXiv preprint arXiv:1101.00237.
Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele Quercia, Cecilia Mascolo, James Scott, Peter Key .The architecture of innovation: Tracking face-to-face interactions with ubicomp technologies .[J] arXiv preprint arXiv:1406.06829.
Narmada Naik, G.N Rathna .Robust real time face recognition and tracking on gpu using fusion of rgb and depth image .[J] arXiv preprint arXiv:1504.01883.
Tapan Pradhan, Aurobinda Routray, Bibek Kabi .Comparative Evaluation of Symmetric SVD Algorithms for Real-time Face and Eye Tracking .[J] arXiv preprint arXiv:1505.05840.
Hai X. Pham, Chongyu Chen, Luc N. Dao, Vladimir Pavlovic, Jianfei Cai, Tat-jen Cham .Robust Performance-driven 3D Face Tracking in Long Range Depth Scenes .[J] arXiv preprint arXiv:1507.02779.
Maedeh Aghaei, Mariella Dimiccoli, Petia Radeva .Multi-Face Tracking by Extended Bag-of-Tracklets in Egocentric Videos .[J] arXiv preprint arXiv:1507.04576.
Grigorios G. Chrysos, Epameinondas Antonakos, Patrick Snape, Akshay Asthana, Stefanos Zafeiriou .A Comprehensive Performance Evaluation of Deformable Face Tracking "In-the-Wild" .[J] arXiv preprint arXiv:1603.06015.
Patrik Huber, Philipp Kopp, Matthias Rätsch, William Christmas, Josef Kittler .3D Face Tracking and Texture Fusion in the Wild .[J] arXiv preprint arXiv:1605.06764.
Enrique Snchez-Lozano, Brais Martinez, Georgios Tzimiropoulos, Michel Valstar .Cascaded Continuous Regression for Real-time Incremental Face Tracking .[J] arXiv preprint arXiv:1608.01137.
Tanushri Chakravorty, Guillaume-Alexandre Bilodeau, Eric Granger .Robust Face Tracking using Multiple Appearance Models and Graph Relational Learning .[J] arXiv preprint arXiv:1706.09806.
Huaxiong Ding, Liming Chen .Densely tracking sequences of 3D face scans .[J] arXiv preprint arXiv:1709.04295.
Yue Wu, Zuoguan Wang, Qiang Ji .Facial Feature Tracking under Varying Facial Expressions and Face Poses based on Restricted Boltzmann Machines .[J] arXiv preprint arXiv:1709.05731.
Hanbyul Joo, Tomas Simon, Yaser Sheikh .Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies .[J] arXiv preprint arXiv:1801.01615.
Gregor Lenz, Sio-Hoi Ieng, Ryad Benosman .Event-based Dynamic Face Detection and Tracking Based on Activity .[J] arXiv preprint arXiv:1803.10106.
Kunlei Zhang, Elaheh Rashedi, Elaheh Barati, Xue-wen Chen .Long-term face tracking in the wild using deep learning .[J] arXiv preprint arXiv:1805.07646.
Yiming Lin, Jie Shen, Shiyang Cheng, Maja Pantic .Mobile Face Tracking: A Survey and Benchmark .[J] arXiv preprint arXiv:1805.09749.
Meng Shen, Zelin Liao, Liehuang Zhu, Rashid Mijumbi, Xiaojiang Du, Jiankun Hu .IriTrack: Liveness Detection Using Irises Tracking for Preventing Face Spoofing Attacks .[J] arXiv preprint arXiv:1810.03323.
Face Super-Resolution && Face Deblurring && Face Hallucination
Reuben Farrugia, Christine Guillemot .Face Hallucination using Linear Models of Coupled Sparse Support .[J] arXiv preprint arXiv:1512.06009.
Shizhan Zhu, Sifei Liu, Chen Change Loy, Xiaoou Tang .Deep Cascaded Bi-Network for Face Hallucination .[J] arXiv preprint arXiv:1607.05046.
Shanjun Mao, Yiping Zhang, Zhihong Zhang, Da Zhou .A Boosting Method to Face Image Super-resolution .[J] arXiv preprint arXiv:1609.01805.
Jose Lezama, Qiang Qiu, Guillermo Sapiro .Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding .[J] arXiv preprint arXiv:1611.06638.
Grigorios G. Chrysos, Stefanos Zafeiriou .Deep Face Deblurring .[J] arXiv preprint arXiv:1704.08772.
Zhimin Chen, Yuguang Tong .Face Super-Resolution Through Wasserstein GANs .[J] arXiv preprint arXiv:1705.02438.
Yibing Song, Jiawei Zhang, Shengfeng He, Linchao Bao, Qingxiong Yang .Learning to Hallucinate Face Images via Component Generation and Enhancement .[J] arXiv preprint arXiv:1708.00223.
Qingxing Cao, Liang Lin, Yukai Shi, Xiaodan Liang, Guanbin Li .Attention-Aware Face Hallucination via Deep Reinforcement Learning .[J] arXiv preprint arXiv:1708.03132.
E. Ustinova, V. Lempitsky .Deep multi-frame face super-resolution .[J] arXiv preprint arXiv:1709.03196.
Lingxiao Wang, Yali Li, Shengjin Wang .DeepDeblur: Fast one-step blurry face images restoration .[J] arXiv preprint arXiv:1711.09515.
Yu Chen, Ying Tai, Xiaoming Liu, Chunhua Shen, Jian Yang .FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors .[J] arXiv preprint arXiv:1711.10703.
Adrian Bulat, Georgios Tzimiropoulos .Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs .[J] arXiv preprint arXiv:1712.02765.
.Motion deblurring of faces .[J] arXiv preprint arXiv:1803.03330.
.Deep Semantic Face Deblurring .[J] arXiv preprint arXiv:1803.03345.
Klemen Grm, Simon Dobrišek, Walter J. Scheirer, Vitomir Štruc .Face hallucination using cascaded super-resolution and identity priors .[J] arXiv preprint arXiv:1805.10938.
Junjun Jiang, Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma .Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination .[J] arXiv preprint arXiv:1806.10726.
Chih-Chung Hsu, Chia-Wen Lin, Weng-Tai Su, Gene Cheung .SiGAN: Siamese Generative Adversarial Network for Identity-Preserving Face Hallucination .[J] arXiv preprint arXiv:1807.08370.
Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa .Context-Patch Face Hallucination Based on Thresholding Locality-constrained Representation and Reproducing Learning .[J] arXiv preprint arXiv:1809.00665.
Shu Liang, Ira Kemelmacher-Shlizerman, Linda G. Shapiro .3D Face Hallucination from a Single Depth Frame .[J] arXiv preprint arXiv:1809.04764.
Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang .Super-Identity Convolutional Neural Network for Face Hallucination .[J] arXiv preprint arXiv:1811.02328.
Lianping Yang, Bin Shao, Ting Sun, Song Ding, Xiangde Zhang .Hallucinating very low-resolution and obscured face images .[J] arXiv preprint arXiv:1811.04645.
Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs .[J] arXiv preprint arXiv:1811.07104.
Yibing Song, Jiawei Zhang, Lijun Gong, Shengfeng He, Linchao Bao, Jinshan Pan, Qingxiong Yang, Ming-Hsuan Yang .Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement .[J] arXiv preprint arXiv:1811.09019.
Klemen Grm, Martin Pernuš, Leo Cluzel, Walter Scheirer, Simon Dobrišek, Vitomir Štruc .Face Hallucination Revisited: An Exploratory Study on Dataset Bias .[J] arXiv preprint arXiv:1812.09010.
Renjie Wan, Boxin Shi, Haoliang Li, Ling-Yu Duan, Alex C. Kot .Face Image Reflection Removal .[J] arXiv preprint arXiv:1903.00865.
Esra Ataer-Cansizoglu, Michael Jones, Ziming Zhang, Alan Sullivan .Verification of Very Low-Resolution Faces Using An Identity-Preserving Deep Face Super-Resolution Network .[J] arXiv preprint arXiv:1903.10974.
Face Generation && Face Synthesis && Face Completion && Face Restoration
【DR-GAN】Tran L, Yin X, Liu X. Disentangled representation learning gan for pose-invariant face recognition [C]//CVPR. 2017, 3(6): 7.
Hardie Cate, Fahim Dalvi, Zeshan Hussain .DeepFace: Face Generation using Deep Learning .[J] arXiv preprint arXiv:1701.01876.
Nannan Wang, Xinbo Gao, Jie Li .Random Sampling for Fast Face Sketch Synthesis .[J] arXiv preprint arXiv:1701.01911.
Grigory Antipov, Moez Baccouche, Jean-Luc Dugelay .Face Aging With Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1702.01983.
Qi Guo, Ce Zhu, Zhiqiang Xia, Zhengtao Wang, Yipeng Liu .Attribute-controlled face photo synthesis from simple line drawing .[J] arXiv preprint arXiv:1702.02805.
【BEGAN】Berthelot D, Schumm T, Metz L. BEGAN: boundary equilibrium generative adversarial networks [J]. arXiv preprint arXiv:1703.10717, 2017.
【TP-GAN】Rui Huang, Shu Zhang, Tianyu Li, Ran He .Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis .[J] arXiv preprint arXiv:1704.04086.
Yijun Li, Sifei Liu, Jimei Yang, Ming-Hsuan Yang .Generative Face Completion .[J] arXiv preprint arXiv:1704.05838.
【FF-GAN】Yin X, Yu X, Sohn K, et al. Towards large-pose face frontalization in the wild [C]//Proc. ICCV. 2017: 1-10.
Sandipan Banerjee, John S. Bernhard, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .SREFI: Synthesis of Realistic Example Face Images .[J] arXiv preprint arXiv:1704.06693.
Yongyi Lu, Yu-Wing Tai, Chi-Keung Tang .Conditional CycleGAN for Attribute Guided Face Image Generation .[J] arXiv preprint arXiv:1705.09966.
Yang Song, Zhifei Zhang, Hairong Qi .r-BTN: Cross-domain Face Composite and Synthesis from Limited Facial Patches .[J] arXiv preprint arXiv:1706.00556.
Zhigang Li, Yupin Luo .Generate Identity-Preserving Faces by Generative Adversarial Networks .[J] arXiv preprint arXiv:1706.03227.
Zhihe Lu, Zhihang Li, Jie Cao, Ran He, Zhenan Sun .Recent Progress of Face Image Synthesis .[J] arXiv preprint arXiv:1706.04717.
Huang Bin, Chen Weihai, Wu Xingming, Lin Chun-Liang .High-Quality Face Image SR Using Conditional Generative Adversarial Networks .[J] arXiv preprint arXiv:1707.00737.
Sumit Shekhar, Vishal M. Patel, Rama Chellappa .Synthesis-based Robust Low Resolution Face Recognition .[J] arXiv preprint arXiv:1707.02733.
Yibing Song, Jiawei Zhang, Linchao Bao, Qingxiong Yang .Fast Preprocessing for Robust Face Sketch Synthesis .[J] arXiv preprint arXiv:1708.00224.
Behnaz Nojavanasghari, Charles. E. Hughes, Tadas Baltrusaitis, Louis-philippe Morency .Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions .[J] arXiv preprint arXiv:1708.00370.
He Zhang, Vishal M. Patel, Benjamin S. Riggan, Shuowen Hu .Generative Adversarial Network-based Synthesis of Visible Faces from Polarimetric Thermal Faces .[J] arXiv preprint arXiv:1708.02681.
Xing Di, Vishal M. Patel .Face Synthesis from Visual Attributes via Sketch using Conditional VAEs and GANs .[J] arXiv preprint arXiv:1801.00077.
Fania Mokhayeri, Eric Granger, Guillaume-Alexandre Bilodeau .Domain-Specific Face Synthesis for Video Face Recognition from a Single Sample Per Person .[J] arXiv preprint arXiv:1801.01974.
Zeyuan Chen, Shaoliang Nie, Tianfu Wu, Christopher G. Healey. High Resolution Face Completion with Multiple Controllable Attributes via Fully End-to-End Progressive Generative Adversarial Networks .[J] arXiv preprint arXiv:1802.07632.
Shabab Bazrafkan, Hossein Javidnia, Peter Corcoran .Face Synthesis with Landmark Points from Generative Adversarial Networks and Inverse Latent Space Mapping .[J] arXiv preprint arXiv:1802.00390.
Jie Cao, Yibo Hu, Bing Yu, Ran He, Zhenan Sun .Load Balanced GANs for Multi-view Face Image Synthesis .[J] arXiv preprint arXiv:1802.07447.
Sefik Emre Eskimez, Ross K Maddox, Chenliang Xu, Zhiyao Duan .Generating Talking Face Landmarks from Speech .[J] arXiv preprint arXiv:1803.09803.
Jianmin Bao, Dong Chen, Fang Wen, Houqiang Li, Gang Hua .Towards Open-Set Identity Preserving Face Synthesis .[J] arXiv preprint arXiv:1803.11182.
Deng-Ping Fan, ShengChuan Zhang, Yu-Huan Wu, Ming-Ming Cheng, Bo Ren, Rongrong Ji, Paul L Rosin .Face Sketch Synthesis Style Similarity:A New Structure Co-occurrence Texture Measure .[J] arXiv preprint arXiv:1804.02975.
Baris Gecer, Binod Bhattarai, Josef Kittler, Tae-Kyun Kim .Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model .[J] arXiv preprint arXiv:1804.03675.
Yang Song, Jingwen Zhu, Xiaolong Wang, Hairong Qi .Talking Face Generation by Conditional Recurrent Adversarial Network .[J] arXiv preprint arXiv:1804.04786.
Jianzhu Guo, Xiangyu Zhu, Zhen Lei, Stan Z. Li .Face Synthesis for Eyeglass-Robust Face Recognition .[J] arXiv preprint arXiv:1806.01196.
Evgeny Izutov .High Diversity Attribute Guided Face Generation with GANs .[J] arXiv preprint arXiv:1806.10982.
Kyungjune Baek, Duhyeon Bang, Hyunjung Shim .Editable Generative Adversarial Networks: Generating and Editing Faces Simultaneously .[J] arXiv preprint arXiv:1807.07700.
Hang Zhou, Yu Liu, Ziwei Liu, Ping Luo, Xiaogang Wang .Talking Face Generation by Adversarially Disentangled Audio-Visual Representation .[J] arXiv preprint arXiv:1807.07860.
Christopher Thomas, Adriana Kovashka .Persuasive Faces: Generating Faces in Advertisements .[J] arXiv preprint arXiv:1807.09882.
Anurag Ranjan, Timo Bolkart, Soubhik Sanyal, Michael J. Black .Generating 3D faces using Convolutional Mesh Autoencoders .[J] arXiv preprint arXiv:1807.10267.
Olivia Wiles, A. Sophia Koepke, Andrew Zisserman .X2Face: A network for controlling face generation by using images, audio, and pose codes .[J] arXiv preprint arXiv:1807.10550.
Jian Zhao, Yu Cheng, Yi Cheng, Yang Yang, Haochong Lan, Fang Zhao, Lin Xiong, Yan Xu, Jianshu Li, Sugiri Pranata, Shengmei Shen, Junliang Xing, Hengzhu Liu, Shuicheng Yan, Jiashi Feng .Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition .[J] arXiv preprint arXiv:1809.00338.
Yunfan Liu, Qi Li, Zhenan Sun .Attribute Enhanced Face Aging with Wavelet-based Generative Adversarial Networks .[J] arXiv preprint arXiv:1809.06647.
Yining Lang, Wei Liang, Yujia Wang, Lap-Fai Yu .3D Face Synthesis Driven by Personality Impression .[J] arXiv preprint arXiv:1809.10402.
Daniel Sáez Trigueros, Li Meng, Margaret Hartnett .Generating Photo-Realistic Training Data to Improve Face Recognition Accuracy .[J] arXiv preprint arXiv:1811.00112.
Sandipan Banerjee, Walter J. Scheirer, Kevin W. Bowyer, Patrick J. Flynn .Fast Face Image Synthesis with Minimal Training .[J] arXiv preprint arXiv:1811.01474.
Enrique Sanchez, Michel Valstar .Triple consistency loss for pairing distributions in GAN-based face synthesis .[J] arXiv preprint arXiv:1811.03492.
Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou .Generating faces for affect analysis .[J] arXiv preprint arXiv:1811.05027.
Fei Peng, Le-bing Zhang, Min Long .FD-GAN: Face-demorphing generative adversarial network for restoring accomplice's facial image .[J] arXiv preprint arXiv:1811.07665.
Adam Kortylewski, Andreas Schneider, Thomas Gerig, Clemens Blumer, Bernhard Egger, Corius Reyneke, Andreas Morel-Forster, Thomas Vetter .Priming Deep Neural Networks with Synthetic Faces for Enhanced Performance .[J] arXiv preprint arXiv:1811.08565.
Chi Nhan Duong, Khoa Luu, Kha Gia Quach, Nghia Nguyen, Eric Patterson, Tien D. Bui, Ngan Le .Automatic Face Aging in Videos via Deep Reinforcement Learning .[J] arXiv preprint arXiv:1811.11082.
Yujun Shen, Bolei Zhou, Ping Luo, Xiaoou Tang .FaceFeat-GAN: a Two-Stage Approach for Identity-Preserving Face Synthesis .[J] arXiv preprint arXiv:1812.01288.
Haofu Liao, Gareth Funka-Lea, Yefeng Zheng, Jiebo Luo, S. Kevin Zhou .Face Completion with Semantic Knowledge and Collaborative Adversarial Learning .[J] arXiv preprint arXiv:1812.03252.
Chaofeng Chen, Wei Liu, Xiao Tan, Kwan-Yee K. Wong .Semi-Supervised Learning for Face Sketch Synthesis in the Wild .[J] arXiv preprint arXiv:1812.04929.
He Zhang, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M.Patel .Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks .[J] arXiv preprint arXiv:1812.05155.
Hao Zhu, Aihua Zheng, Huaibo Huang, Ran He .High-Resolution Talking Face Generation via Mutual Information Approximation .[J] arXiv preprint arXiv:1812.06589.
Xiaoming Li, Ming Liu, Jieru Zhu, Wangmeng Zuo, Meng Wang, Guosheng Hu, Lei Zhang .Learning Symmetry Consistent Deep CNNs for Face Completion .[J] arXiv preprint arXiv:1812.07741.
Rahul Dey, Felix Juefei-Xu, Vishnu Naresh Boddeti, Marios Savvides .RankGAN: A Maximum Margin Ranking GAN for Generating Faces .[J] arXiv preprint arXiv:1812.08196.
Zhibo Chen, Jianxin Lin, Tiankuang Zhou, Feng Wu .Sequential Gating Ensemble Network for Noise Robust Multi-Scale Face Restoration .[J] arXiv preprint arXiv:1812.11834.
Xing Di, He Zhang, Vishal M. Patel .Polarimetric Thermal to Visible Face Verification via Attribute Preserved Synthesis .[J] arXiv preprint arXiv:1901.00889.
Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain .Learning Continuous Face Age Progression: A Pyramid of GANs .[J] arXiv preprint arXiv:1901.07528.
Cunjian Chen, Arun Ross .Matching Thermal to Visible Face Images Using a Semantic-Guided Generative Adversarial Network .[J] arXiv preprint arXiv:1903.00963.
Amanda Duarte, Francisco Roldan, Miquel Tubau, Janna Escur, Santiago Pascual, Amaia Salvador, Eva Mohedano, Kevin McGuinness, Jordi Torres, Xavier Giro-i-Nieto .Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks .[J] arXiv preprint arXiv:1903.10195.
Shiyang Cheng, Michael Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou .MeshGAN: Non-linear 3D Morphable Models of Faces .[J] arXiv preprint arXiv:1903.10384.
Face Transfer && Face Editing
Long Zhao, Fangda Han, Mubbasir Kapadia, Vladimir Pavlovic, Dimitris Metaxas .Sketch-based Face Editing in Video Using Identity Deformation Transfer .[J] arXiv preprint arXiv:1703.08738.
Runze Xu, Zhiming Zhou, Weinan Zhang, Yong Yu .Face Transfer with Generative Adversarial Network .[J] arXiv preprint arXiv:1710.06090.
Taihong Xiao, Jiapeng Hong, Jinwen Ma .ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes .[J] arXiv preprint arXiv:1803.10562.
Wayne Wu, Yunxuan Zhang, Cheng Li, Chen Qian, Chen Change Loy .ReenactGAN: Learning to Reenact Faces via Boundary Transfer .[J] arXiv preprint arXiv:1807.11079.
Hang Chu, Daiqing Li, Sanja Fidler .A Face-to-Face Neural Conversation Model .[J] arXiv preprint arXiv:1812.01525.
WenTing Chen, Xinpeng Xie, Xi Jia, Linlin Shen .Texture Deformation Based Generative Adversarial Networks for Face Editing .[J] arXiv preprint arXiv:1812.09832.
Matteo Fabbri, Guido Borghi, Fabio Lanzi, Roberto Vezzani, Simone Calderara, Rita Cucchiara .Domain Translation with Conditional GANs: from Depth to RGB Face-to-Face .[J] arXiv preprint arXiv:1901.08101.
Yuezun Li, Siwei Lyu .De-identification without losing faces .[J] arXiv preprint arXiv:1902.04202.
Zhenglin Geng, Chen Cao, Sergey Tulyakov .3D Guided Fine-Grained Face Manipulation .[J] arXiv preprint arXiv:1902.08900.
Youngjoo Jo, Jongyoul Park .SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color .[J] arXiv preprint arXiv:1902.06838.
Jizhe Zhou, Chi-Man Pun, YingYu Wang .Personal Privacy Filtering via Face Pixelation in Live Video Streaming .[J] arXiv preprint arXiv:1903.10836.
Chaoyou Fu, Yibo Hu, Xiang Wu, Guoli Wang, Qian Zhang, Ran He .High Fidelity Face Manipulation with Extreme Pose and Expression .[J] arXiv preprint arXiv:1903.12003.
Sao Mai Nguyen (INRIA Bordeaux - Sud-Ouest), Masaki Ogino, Minoru Asada .Real-time face swapping as a tool for understanding infant self-recognition .[J] arXiv preprint arXiv:1112.02095.
Iryna Korshunova, Wenzhe Shi, Joni Dambre, Lucas Theis .Fast Face-swap Using Convolutional Neural Networks .[J] arXiv preprint arXiv:1611.09577.
Yuval Nirkin, Iacopo Masi, Anh Tuan Tran, Tal Hassner, Gerard Medioni .On Face Segmentation, Face Swapping, and Face Perception .[J] arXiv preprint arXiv:1704.06729.
Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima .RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces .[J] arXiv preprint arXiv:1804.03447.
Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima .FSNet: An Identity-Aware Generative Model for Image-based Face Swapping .[J] arXiv preprint arXiv:1811.12666.
Jianwei Yang, Zhen Lei, Stan Z. Li .Learn Convolutional Neural Network for Face Anti-Spoofing .[J] arXiv preprint arXiv:1408.05601.
Zinelabidine Boulkenafet, Jukka Komulainen, Abdenour Hadid .face anti-spoofing based on color texture analysis .[J] arXiv preprint arXiv:1511.06316.
Yaojie Liu, Amin Jourabloo, Xiaoming Liu .Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision .[J] arXiv preprint arXiv:1803.11097.
Amin Jourabloo, Yaojie Liu, Xiaoming Liu .Face De-Spoofing: Anti-Spoofing via Noise Modeling .[J] arXiv preprint arXiv:1807.09968.
Jiaxu Zuo, Tom Gedeon, Zhenyue Qin .Your Eyes Say You're Lying: An Eye Movement Pattern Analysis for Face Familiarity and Deceptive Cognition .[J] arXiv preprint arXiv:1811.03401.
Zezheng Wang, Chenxu Zhao, Yunxiao Qin, Qiusheng Zhou, Zhen Lei .Exploiting temporal and depth information for multi-frame face anti-spoofing .[J] arXiv preprint arXiv:1811.05118.
Wei Hu, Gusi Te, Ju He, Dong Chen, Zongming Guo .Exploring Hypergraph Representation on Face Anti-spoofing Beyond 2D Attacks .[J] arXiv preprint arXiv:1811.11594.
Qing Song, Yingqi Wu, Lu Yang .Attacks on State-of-the-Art Face Recognition using Attentional Adversarial Attack Generative Network .[J] arXiv preprint arXiv:1811.12026.
【Dataset】Shifeng Zhang, Xiaobo Wang, Ajian Liu, Chenxu Zhao, Jun Wan, Sergio Escalera, Hailin Shi, Zezheng Wang, Stan Z. Li .CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing .[J] arXiv preprint arXiv:1812.00408.
Jianzhu Guo, Xiangyu Zhu, Jinchuan Xiao, Zhen Lei, Genxun Wan, Stan Z. Li .Improving Face Anti-Spoofing by 3D Virtual Synthesis .[J] arXiv preprint arXiv:1901.00488.
Xiaoguang Tu, Jian Zhao, Mei Xie, Guodong Du, Hengsheng Zhang, Jianshu Li, Zheng Ma, Jiashi Feng .Learning Generalizable and Identity-Discriminative Representations for Face Anti-Spoofing .[J] arXiv preprint arXiv:1901.05602.
Xiaoguang Tu, Hengsheng Zhang, Mei Xie, Yao Luo, Yuefei Zhang, Zheng Ma .Deep Transfer Across Domains for Face Anti-spoofing .[J] arXiv preprint arXiv:1901.05633.
Xiaoguang Tu, Hengsheng Zhang, Mei Xie, Yao Luo, Yuefei Zhang, Zheng Ma .Enhance the Motion Cues for Face Anti-Spoofing using CNN-LSTM Architecture .[J] arXiv preprint arXiv:1901.05635.
Rodrigo Bresan, Allan Pinto, Anderson Rocha, Carlos Beluzo, Tiago Carvalho .FaceSpoof Buster: a Presentation Attack Detector Based on Intrinsic Image Properties and Deep Learning .[J] arXiv preprint arXiv:1902.02845.
Yao Liu, Ying Tai, Jilin Li, Shouhong Ding, Chengjie Wang, Feiyue Huang, Dongyang Li, Wenshuai Qi, Rongrong Ji .Aurora Guard: Real-Time Face Anti-Spoofing via Light Reflection .[J] arXiv preprint arXiv:1902.10311.
Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao .FaceLiveNet+: A Holistic Networks For Face Authentication Based On Dynamic Multi-task Convolutional Neural Networks .[J] arXiv preprint arXiv:1902.11179.
Huiling Hao, Mingtao Pei .Face Liveness Detection Based on Client Identity Using Siamese Network .[J] arXiv preprint arXiv:1903.05369.
Lei Li, Zhaoqiang Xia, Xiaoyue Jiang, Yupeng Ma, Fabio Roli, Xiaoyi Feng .3D Face Mask Presentation Attack Detection Based on Intrinsic Image Analysis .[J] arXiv preprint arXiv:1903.11303.
2D face recognition Video face recognition 3D face recognition Anti-spoofing cross age and cross pose Face Detection Face Attributes Others
Datasets
Description
Links
Publish Time
CASIA-WebFace 10,575 subjects and 494,414 imagesDownload 2014
MegaFace 🏅1 million faces, 690K identitiesDownload 2016
MS-Celeb-1M 🏅about 10M images for 100K celebrities Concrete measurement to evaluate the performance of recognizing one million celebrities
Download 2016
LFW 🏅13,000 images of faces collected from the web. Each face has been labeled with the name of the person pictured. 1680 of the people pictured have two or more distinct photos in the data set.Download 2007
VGG Face2 🏅The dataset contains 3.31 million images of 9131 subjects (identities), with an average of 362.6 images for each subject.
Download 2017
UMDFaces Dataset-image 367,888 face annotations for 8,277 subjects. Download 2016
Trillion Pairs 🏅Train: MS-Celeb-1M-v1c & Asian-Celeb Test: ELFW&DELFW
Download 2018
FaceScrub It comprises a total of 106,863 face images of male and female 530 celebrities, with about 200 images per person .
Download 2014
Mut1ny 🏅head/face segmentation dataset contains over 17.3k labeled images
Download 2018
IMDB-Face The dataset contains about 1.7 million faces, 59k identities, which is manually cleaned from 2.0 million raw images.
Download 2018
Datasets
Description
Links
Publish Time
YouTube Face 🏅The data set contains 3,425 videos of 1,595 different people.
Download 2011
UMDFaces Dataset-video 🏅Over 3.7 million annotated video frames from over 22,000 videos of 3100 subjects.
Download 2017
PaSC The challenge includes 9,376 still images and 2,802 videos of 293 people.
Download 2013
YTC The data consists of two parts: video clips (1910 sequences of 47 subjects) and initialization data(initial frame face bounding boxes, manually marked).
Download 2008
iQIYI-VID 🏅The iQIYI-VID dataset contains 500,000 videos clips of 5,000 celebrities, adding up to 1000 hours . This dataset supplies multi-modal cues, including face, cloth, voice, gait, and subtitles, for character identification.
Download 2018
Datasets
Description
Links
Publish Time
Bosphorus 🏅105 subjects and 4666 faces 2D & 3D face data
Download 2008
BD-3DFE Analyzing Facial Expressions in 3D Space
Download 2006
ND-2006 422 subjects and 9443 faces 3D Face Recognition
Download 2006
FRGC V2.0 466 subjects and 4007 of 3D Face, Visible Face Images
Download 2005
B3D(AC)^2 1000 high quality, dynamic 3D scans of faces, recorded while pronouncing a set of English sentences.Download 2010
Datasets
# of subj. / # of sess.
Links
Year
Spoof attacks attacks
Publish Time
NUAA 15/3
Download 2010
Print 2010
CASIA-MFSD 50/3
Download(link failed)
2012
Print, Replay 2012
Replay-Attack 50/1
Download 2012
Print, 2 Replay 2012
MSU-MFSD 35/1
Download 2015
Print, 2 Replay 2015
MSU-USSA 1140/1
Download 2016
2 Print, 6 Replay 2016
Oulu-NPU 55/3
Download 2017
2 Print, 6 Replay 2017
Siw 165/4
Download 2018
2 Print, 4 Replay 2018
Datasets
Description
Links
Publish Time
CACD2000 The dataset contains more than 160,000 images of 2,000 celebrities with age ranging from 16 to 62 .
Download 2014
FGNet The dataset contains more than 1002 images of 82 people with age ranging from 0 to 69 .
Download 2000
MPRPH The MORPH database contains 55,000 images of more than 13,000 people within the age ranges of 16 to 77
Download 2016
CPLFW we construct a Cross-Pose LFW (CPLFW) which deliberately searches and selects 3,000 positive face pairs with pose difference to add pose variation to intra-class variance.
Download 2017
CALFW Thereby we construct a Cross-Age LFW (CALFW) which deliberately searches and selects 3,000 positive face pairs with age gaps to add aging process intra-class variance.
Download 2017
Datasets
Description
Links
Publish Time
FDDB 🏅5171 faces in a set of 2845 imagesDownload 2010
Wider-face 32,203 images and label 393,703 faces with a high degree of variability in scale, pose and occlusion, organized based on 61 event classesDownload 2015
AFW AFW dataset is built using Flickr images. It has 205 images with 473 labeled faces. For each face, annotations include a rectangular bounding box , 6 landmarks and the pose angles .
Download 2013
MALF MALF is the first face detection dataset that supports fine-gained evaluation. MALF consists of 5,250 images and 11,931 faces.
Download 2015
Datasets
Description
Links
Key features
Publish Time
CelebA 10,177 number of identities , 202,599 number of face images , and 5 landmark locations , 40 binary attributes annotations per image.Download attribute & landmark 2015
IMDB-WIKI 500k+ face images with age and gender labels
Download age & gender 2015
Adience Unfiltered faces for gender and age classification
Download age & gender 2014
WFLW 🏅WFLW contains 10000 faces (7500 for training and 2500 for testing) with 98 fully manual annotated landmarks .
Download landmarks 2018
Caltech10k Web Faces The dataset has 10,524 human faces of various resolutions and in different settings
Download landmarks 2005
EmotioNet The EmotioNet database includes950,000 images with annotated AUs . A subset of the images in the EmotioNet database correspond to basic and compound emotions.
Download AU and Emotion 2017
RAF( Real-world Affective Faces) 29672 number of real-world images , including 7 classes of basic emotions and 12 classes of compound emotions, 5 accurate landmark locations , 37 automatic landmark locations , race, age range and gender attributes annotations per imageDownload Emotions、landmark、race、age and gender 2017
Datasets
Description
Links
Publish Time
IJB C/B/A 🏅IJB C/B/A is currently running three challenges related to face detection, verification, identification, and identity clustering.
Download 2015
MOBIO bi-modal (audio and video ) data taken from 152 people.Download 2012
BANCA The BANCA database was captured in four European languages in two modalities (face and voice ).
Download 2014
3D Mask Attack 76500 frames of 17 persons using Kinect RGBD with eye positions (Sebastien Marcel).Download 2013
WebCaricature 6042 caricatures and 5974 photographs from 252 persons collected from the webDownload 2018